Energy Analysis¶

We will be using the new energy layer to analyze a variety of PV module futures.

We will use a literture-sourced global scale deployment schedule through 2050, then assume that capacity increases at a lower constant rate through 2100.

Module specific module and material input files are stored in the baselines\Energy_CellModuleTechCompare folder.

In [1]:
import numpy as np
import pandas as pd
import os,sys
from pathlib import Path
import matplotlib.pyplot as plt

cwd = os.getcwd() #grabs current working directory

testfolder = str(Path().resolve().parent.parent / 'PV_ICE' / 'TEMP' / 'EnergyAnalysis')
inputfolder = str(Path().resolve().parent.parent / 'PV_ICE' / 'TEMP')
baselinesfolder = str(Path().resolve().parent.parent /'PV_ICE' / 'baselines')
supportMatfolder = str(Path().resolve().parent.parent / 'PV_ICE' / 'baselines' / 'SupportingMaterial')
altBaselinesfolder = str(Path().resolve().parent.parent / 'PV_ICE' / 'baselines' / 'Energy_CellModuleTechCompare')

if not os.path.exists(testfolder):
    os.makedirs(testfolder)
In [2]:
from platform import python_version 
print(python_version())

3.8.8

Graphing settings

In [3]:
#https://www.learnui.design/tools/data-color-picker.html#palette
#color pallette - modify here for all graphs below
colorpalette=['#000000', #PV ICE baseline
              '#595959', '#7F7F7F', '#A6A6A6', '#D9D9D9', #BAU, 4 grays, perc, shj, topcon, irena
              #'#067872','#0aa39e','#09d0cd','#00ffff', #realistic cases (4) teals, perc, shj, topcon, irena
              '#0579C1','#C00000','#FFC000', #extreme cases (3) long life, high eff, circular
                '#6E30A0','#00B3B5','#10C483', #ambitious modules (5) high eff+ long life, 50 yr perc, recycleSi, 
               '#97CB3F','#FF7E00' #circular perovskite+life, circular perovkiste+ high eff
                ] 

colormats = ['#00bfbf','#ff7f0e','#1f77be','#2ca02c','#d62728','#9467BD','#8C564B'] #colors for material plots       

import matplotlib as mpl #import matplotlib
from cycler import cycler #import cycler
mpl.rcParams['axes.prop_cycle'] = cycler(color=colorpalette) #reset the default color palette of mpl

plt.rcParams.update({'font.size': 14})
plt.rcParams['figure.figsize'] = (8, 6)

scennames_labels = ['PV_ICE','PERC','SHJ','TOPCon','Low\nQuality',
                         'Long-Lived','High Eff','Circular',
                        'High Eff\n+ Long-life','Long-Life\n+ Recycling',
                         'Recycled-Si\n+ Long-life','Circular\n+ Long-life',
                        'Circular\n+ High Eff'
                    ]  

scennames_labels_flat = ['PV_ICE','PERC','SHJ','TOPCon','Low Quality',
                         'Long-Lived','High Eff','Circular',
                        'High Eff + Long-life','Long-Life + Recycling',
                         'Recycled-Si + Long-life','Circular + Long-life',
                        'Circular + High Eff'
                    ] 
#,'Lightweight'

Scenarios and materials

In [4]:
MATERIALS = ['glass', 'silicon', 'silver', 'aluminium_frames', 'copper', 'encapsulant', 'backsheet']
moduleFile_m = os.path.join(baselinesfolder, 'baseline_modules_mass_US.csv')
moduleFile_e = os.path.join(baselinesfolder, 'baseline_modules_energy.csv')

We will be deploying based on power (not area) because each of these have different efficiencies, and those differences should be accounted for in the simulation. Additionally, we will run the installation compensation to simulate the required replacements for each module type.

In [5]:
import PV_ICE
PV_ICE.__version__
Out[5]:
'v0.2.0+500.g00181a8'
In [6]:
#load in a baseline and materials for modification
sim1 = PV_ICE.Simulation(name='sim1', path=testfolder)

sim1.createScenario(name='PV_ICE', massmodulefile=moduleFile_m, energymodulefile=moduleFile_e)
for mat in range (0, len(MATERIALS)):
    matbaseline_m = os.path.join(baselinesfolder,'baseline_material_mass_'+MATERIALS[mat]+'.csv')
    matbaseline_e = os.path.join(baselinesfolder,'baseline_material_energy_'+MATERIALS[mat]+'.csv')
    sim1.scenario['PV_ICE'].addMaterial(MATERIALS[mat], massmatfile=matbaseline_m, energymatfile=matbaseline_e)

path = C:\Users\hmirletz\Documents\GitHub\PV_ICE\PV_ICE\TEMP\EnergyAnalysis
Baseline folder directed to default:  C:\Users\hmirletz\Documents\GitHub\PV_ICE\PV_ICE\baselines

1. Module & Scenario Creation¶

Starting modifications in 2022, using PV ICE baseline as historical for all modules

NOTE: Currently have to modify all scenarios before extending the years to avoid errors.

NOTE: all dynamic values changed with PV ICE modify functions must feed in a Pandas Series

In [7]:
celltech_modeff = pd.read_csv(os.path.join(supportMatfolder, 'output-celltech-modeffimprovements.csv'),index_col=0) #pull in module eff
celltech_aguse = pd.read_csv(os.path.join(supportMatfolder, 'output-celltech-Agusageimprovements.csv'),index_col=0) #pull in Ag use
In [8]:
celltech_modeff.loc[2030]
Out[8]:
PERC      24.5
SHJ       25.3
TOPCon    25.0
Name: 2030, dtype: float64
In [9]:
#glass-glass package mass per area calculation
#ITRPV 2022 Figs 36 and 38, we are assuming that the front and back glass heave equal thickness of 2.5mm
density_glass = 2500*1000 # g/m^3 
glassperm2 = (2.5/1000)* 2 * density_glass
print('The mass per module area of glass is '+str(glassperm2)+' g/m^2 for all modules with a glass-glass package')

The mass per module area of glass is 12500.0 g/m^2 for all modules with a glass-glass package
In [10]:
timeshift = 2022-1995
In [11]:
idx_temp = pd.RangeIndex(start=2000,stop=2051,step=1)

1.1 Business as Usual¶

Commercialized Modules with Expected Continued Improvement

  • PERC
  • SHJ
  • TOPCon
  • IRENA reg. loss/mc-Si/vintage modules

For all these modules, we assume improving recycling slightly behind the EU WEEE Directive:

  • 2022: 15% collection, 75% recycled module, 100% downcycled glass, 100% HQ al frames, 20% closed loop
  • 2030: 30% collection, 80% recycled module, 30% closed-loop glass, 30% closed-loop silicon, 30% closed-loop silver, 50% closed loop Al frames
  • 2050: 75% collection, 95% recycled module, 75% closed loop recycled glass, 75% closed loop recycled silicon, 75% closed-loop silver, 100% closed loop al frames

1.1.1 PERC¶

In [12]:
#modified module
moduleinput_m_r_PERC = os.path.join(altBaselinesfolder, 'mod_r_PERC.csv')
sim1.createScenario(name='r_PERC', massmodulefile=moduleinput_m_r_PERC, energymodulefile=moduleFile_e)
In [13]:
#module efficiency modify for PERC
sim1.modifyScenario('r_PERC', 'mod_eff', celltech_modeff.loc[2022:,'PERC'], start_year=2022) #changing module eff
#sim1.scenario['SHJ'].dataIn_m.loc[timeshift:,'mod_eff'] = celltech_modeff.loc[2022:,'SHJ'].values
In [14]:
#modified materials
#glass
matinput_glass_m_improvedRecycle = os.path.join(altBaselinesfolder,'material_mass_glass_improvedRecycle.csv')
matbaseline_e_glass = os.path.join(baselinesfolder,'baseline_material_energy_glass.csv')
sim1.scenario['r_PERC'].addMaterial('glass', massmatfile=matinput_glass_m_improvedRecycle, energymatfile=matbaseline_e_glass)
#silicon
matinput_silicon_m_improvedRecycle = os.path.join(altBaselinesfolder,'material_mass_silicon_improvedRecycle.csv')
matbaseline_e_si = os.path.join(baselinesfolder,'baseline_material_energy_silicon.csv')
sim1.scenario['r_PERC'].addMaterial('silicon', massmatfile=matinput_silicon_m_improvedRecycle, energymatfile=matbaseline_e_si)
#silver
matinput_silver_m_improvedRecycle = os.path.join(altBaselinesfolder,'material_mass_silver_improvedRecycle.csv')
matbaseline_e_ag = os.path.join(baselinesfolder,'baseline_material_energy_silver.csv')
sim1.scenario['r_PERC'].addMaterial('silver', massmatfile=matinput_silver_m_improvedRecycle, energymatfile=matbaseline_e_ag)
#aluminium frames
matinput_Al_m_improvedRecycle = os.path.join(altBaselinesfolder,'material_mass_aluminium_frames_improvedRecycle.csv')
matbaseline_e_al = os.path.join(baselinesfolder,'baseline_material_energy_aluminium_frames.csv')
sim1.scenario['r_PERC'].addMaterial('aluminium_frames', massmatfile=matinput_Al_m_improvedRecycle, energymatfile=matbaseline_e_al)

#standard materials
baselineMats=['copper', 'encapsulant', 'backsheet']
for mats in range (0, len(baselineMats)):
    matbaseline_m = os.path.join(baselinesfolder,'baseline_material_mass_'+baselineMats[mats]+'.csv')
    matbaseline_e = os.path.join(baselinesfolder,'baseline_material_energy_'+baselineMats[mats]+'.csv')
    sim1.scenario['r_PERC'].addMaterial(baselineMats[mats], massmatfile=matbaseline_m, energymatfile=matbaseline_e)
In [15]:
#modify silver usage for PERC
sim1.scenario['r_PERC'].modifyMaterials('silver', 'mat_massperm2', celltech_aguse.loc[2022:,'PERC'], start_year=2022)
In [16]:
#modify package to glass glass
sim1.scenario['r_PERC'].modifyMaterials('glass', 'mat_massperm2', glassperm2, start_year=2022)
sim1.scenario['r_PERC'].modifyMaterials('backsheet', 'mat_massperm2', 0.0, start_year=2022) #

1.1.2 SHJ¶

This is a modern SHJ module with expected silver and module efficiency improvements taken from Zhang et al 2021, Gervais et al 2021, and ITPRV 2022. See PERC vs SHJ vs TOPCon for a more detailed evaluation.

In [17]:
#modified module
moduleinput_m_r_SHJ = os.path.join(altBaselinesfolder, 'mod_r_SHJ.csv')
sim1.createScenario(name='r_SHJ', massmodulefile=moduleinput_m_r_SHJ, energymodulefile=moduleFile_e)
In [18]:
#module efficiency modify for SHJ
sim1.modifyScenario('r_SHJ', 'mod_eff', celltech_modeff.loc[2022:,'SHJ'], start_year=2022) #changing module eff
#sim1.scenario['SHJ'].dataIn_m.loc[timeshift:,'mod_eff'] = celltech_modeff.loc[2022:,'SHJ'].values
In [19]:
#load modified materials
#modified materials
#glass
matinput_glass_m_improvedRecycle = os.path.join(altBaselinesfolder,'material_mass_glass_improvedRecycle.csv')
matbaseline_e_glass = os.path.join(baselinesfolder,'baseline_material_energy_glass.csv')
sim1.scenario['r_SHJ'].addMaterial('glass', massmatfile=matinput_glass_m_improvedRecycle, energymatfile=matbaseline_e_glass)
#silicon
matinput_silicon_m_improvedRecycle = os.path.join(altBaselinesfolder,'material_mass_silicon_improvedRecycle.csv')
matbaseline_e_si = os.path.join(baselinesfolder,'baseline_material_energy_silicon.csv')
sim1.scenario['r_SHJ'].addMaterial('silicon', massmatfile=matinput_silicon_m_improvedRecycle, energymatfile=matbaseline_e_si)
#silver
matinput_silver_m_improvedRecycle = os.path.join(altBaselinesfolder,'material_mass_silver_improvedRecycle.csv')
matbaseline_e_ag = os.path.join(baselinesfolder,'baseline_material_energy_silver.csv')
sim1.scenario['r_SHJ'].addMaterial('silver', massmatfile=matinput_silver_m_improvedRecycle, energymatfile=matbaseline_e_ag)
#aluminium frames
matinput_Al_m_improvedRecycle = os.path.join(altBaselinesfolder,'material_mass_aluminium_frames_improvedRecycle.csv')
matbaseline_e_al = os.path.join(baselinesfolder,'baseline_material_energy_aluminium_frames.csv')
sim1.scenario['r_SHJ'].addMaterial('aluminium_frames', massmatfile=matinput_Al_m_improvedRecycle, energymatfile=matbaseline_e_al)

#standard materials
baselineMats=['copper', 'encapsulant', 'backsheet']
for mats in range (0, len(baselineMats)):
    matbaseline_m = os.path.join(baselinesfolder,'baseline_material_mass_'+baselineMats[mats]+'.csv')
    matbaseline_e = os.path.join(baselinesfolder,'baseline_material_energy_'+baselineMats[mats]+'.csv')
    sim1.scenario['r_SHJ'].addMaterial(baselineMats[mats], massmatfile=matbaseline_m, energymatfile=matbaseline_e)
In [20]:
#modify silver usage for SHJ
sim1.scenario['r_SHJ'].modifyMaterials('silver', 'mat_massperm2', celltech_aguse.loc[2022:,'SHJ'], start_year=2022)
In [21]:
#modify package to glass glass
sim1.scenario['r_SHJ'].modifyMaterials('glass', 'mat_massperm2', glassperm2, start_year=2022)
sim1.scenario['r_SHJ'].modifyMaterials('backsheet', 'mat_massperm2', 0.0, start_year=2022) #

1.1.3 TOPCon¶

In [22]:
#modified module
moduleinput_m_r_TOPCon = os.path.join(altBaselinesfolder, 'mod_r_TOPCon.csv')
sim1.createScenario(name='r_TOPCon', massmodulefile=moduleinput_m_r_TOPCon, energymodulefile=moduleFile_e)
In [23]:
#module efficiency modify
sim1.modifyScenario('r_TOPCon', 'mod_eff', celltech_modeff.loc[2022:,'TOPCon'], start_year=2022) #changing module eff
#sim1.scenario['SHJ'].dataIn_m.loc[timeshift:,'mod_eff'] = celltech_modeff.loc[2022:,'SHJ'].values
In [24]:
#modified materials
#glass
matinput_glass_m_improvedRecycle = os.path.join(altBaselinesfolder,'material_mass_glass_improvedRecycle.csv')
matbaseline_e_glass = os.path.join(baselinesfolder,'baseline_material_energy_glass.csv')
sim1.scenario['r_TOPCon'].addMaterial('glass', massmatfile=matinput_glass_m_improvedRecycle, energymatfile=matbaseline_e_glass)
#silicon
matinput_silicon_m_improvedRecycle = os.path.join(altBaselinesfolder,'material_mass_silicon_improvedRecycle.csv')
matbaseline_e_si = os.path.join(baselinesfolder,'baseline_material_energy_silicon.csv')
sim1.scenario['r_TOPCon'].addMaterial('silicon', massmatfile=matinput_silicon_m_improvedRecycle, energymatfile=matbaseline_e_si)
#silver
matinput_silver_m_improvedRecycle = os.path.join(altBaselinesfolder,'material_mass_silver_improvedRecycle.csv')
matbaseline_e_ag = os.path.join(baselinesfolder,'baseline_material_energy_silver.csv')
sim1.scenario['r_TOPCon'].addMaterial('silver', massmatfile=matinput_silver_m_improvedRecycle, energymatfile=matbaseline_e_ag)
#aluminium frames
matinput_Al_m_improvedRecycle = os.path.join(altBaselinesfolder,'material_mass_aluminium_frames_improvedRecycle.csv')
matbaseline_e_al = os.path.join(baselinesfolder,'baseline_material_energy_aluminium_frames.csv')
sim1.scenario['r_TOPCon'].addMaterial('aluminium_frames', massmatfile=matinput_Al_m_improvedRecycle, energymatfile=matbaseline_e_al)

#standard materials
baselineMats=['copper', 'encapsulant', 'backsheet']
for mats in range (0, len(baselineMats)):
    matbaseline_m = os.path.join(baselinesfolder,'baseline_material_mass_'+baselineMats[mats]+'.csv')
    matbaseline_e = os.path.join(baselinesfolder,'baseline_material_energy_'+baselineMats[mats]+'.csv')
    sim1.scenario['r_TOPCon'].addMaterial(baselineMats[mats], massmatfile=matbaseline_m, energymatfile=matbaseline_e)
In [25]:
#modify silver usage for PERC
sim1.scenario['r_TOPCon'].modifyMaterials('silver', 'mat_massperm2', celltech_aguse.loc[2022:,'TOPCon'], start_year=2022)
In [26]:
#modify package to glass glass
sim1.scenario['r_TOPCon'].modifyMaterials('glass', 'mat_massperm2', glassperm2, start_year=2022)
sim1.scenario['r_TOPCon'].modifyMaterials('backsheet', 'mat_massperm2', 0.0, start_year=2022) #

1.1.4 IRENA Reg. Loss with improved recycling¶

This scenario uses the IRENA 2016 regular loss scenario results, or a low quality module, and assumes the same EoL recycling improvement as the previous three scenarios. We're assuming this is a mc-Si, therefore, changing the ingot energy to reflect the lower energy intensity.

In [27]:
#modified module
moduleinput_m_r_IRENA = os.path.join(altBaselinesfolder, 'mod_r_IRENAregloss.csv')
sim1.createScenario(name='r_IRENA', massmodulefile=moduleinput_m_r_IRENA, energymodulefile=moduleFile_e)
In [28]:
#modified materials
#glass
matinput_glass_m_improvedRecycle = os.path.join(altBaselinesfolder,'material_mass_glass_improvedRecycle.csv')
matbaseline_e_glass = os.path.join(baselinesfolder,'baseline_material_energy_glass.csv')
sim1.scenario['r_IRENA'].addMaterial('glass', massmatfile=matinput_glass_m_improvedRecycle, energymatfile=matbaseline_e_glass)
#silicon
matinput_silicon_m_improvedRecycle = os.path.join(altBaselinesfolder,'material_mass_silicon_improvedRecycle.csv')
matbaseline_e_si = os.path.join(baselinesfolder,'baseline_material_energy_silicon.csv')
sim1.scenario['r_IRENA'].addMaterial('silicon', massmatfile=matinput_silicon_m_improvedRecycle, energymatfile=matbaseline_e_si)
#silver
matinput_silver_m_improvedRecycle = os.path.join(altBaselinesfolder,'material_mass_silver_improvedRecycle.csv')
matbaseline_e_ag = os.path.join(baselinesfolder,'baseline_material_energy_silver.csv')
sim1.scenario['r_IRENA'].addMaterial('silver', massmatfile=matinput_silver_m_improvedRecycle, energymatfile=matbaseline_e_ag)
#aluminium frames
matinput_Al_m_improvedRecycle = os.path.join(altBaselinesfolder,'material_mass_aluminium_frames_improvedRecycle.csv')
matbaseline_e_al = os.path.join(baselinesfolder,'baseline_material_energy_aluminium_frames.csv')
sim1.scenario['r_IRENA'].addMaterial('aluminium_frames', massmatfile=matinput_Al_m_improvedRecycle, energymatfile=matbaseline_e_al)

#standard materials
baselineMats=['copper', 'encapsulant', 'backsheet']
for mats in range (0, len(baselineMats)):
    matbaseline_m = os.path.join(baselinesfolder,'baseline_material_mass_'+baselineMats[mats]+'.csv')
    matbaseline_e = os.path.join(baselinesfolder,'baseline_material_energy_'+baselineMats[mats]+'.csv')
    sim1.scenario['r_IRENA'].addMaterial(baselineMats[mats], massmatfile=matbaseline_m, energymatfile=matbaseline_e)
In [29]:
#modify silicon mfging energy to be mc-Si only
altmfgSi_mcSi = pd.read_csv(os.path.join(supportMatfolder, 'output_energy_silicon_MFG_mcSi.csv'), index_col=0)
#modify silicon recycling energy
sim1.scenario['r_IRENA'].modifyMaterialEnergy('silicon', 'e_mat_MFG', 
                                              altmfgSi_mcSi.loc[2022:,'E_MFG_kWhpkg'], start_year=2022)
sim1.scenario['r_IRENA'].modifyMaterialEnergy('silicon', 'e_mat_MFG_fuelfraction', 
                                              altmfgSi_mcSi.loc[2022:,'E_mfgFuelFraction'], start_year=2022)
In [30]:
sim1.scenario['r_IRENA'].material['silicon'].matdataIn_e.iloc[25:30,]
Out[30]:
year e_mat_extraction e_mat_MFG e_mat_MFG_fuelfraction e_mat_MFGScrap_LQ e_mat_MFGScrap_HQ e_mat_Landfill e_mat_Landfill_fuelfraction e_mat_EoL_ReMFG_clean e_mat_Recycled_LQ e_mat_Recycled_HQ e_mat_Recycled_HQ_fuelfraction
25 2020 0.0062 169.060000 0.220000 24.5 600.0 0.09 0.0 0.4 1.6 138.38 0.20
26 2021 0.0062 170.730000 0.210000 24.5 600.0 0.09 0.0 0.4 1.6 143.04 0.19
27 2022 0.0062 144.532276 0.236169 24.5 600.0 0.09 0.0 0.4 1.6 144.33 0.19
28 2023 0.0062 144.418207 0.236356 24.5 600.0 0.09 0.0 0.4 1.6 144.20 0.19
29 2024 0.0062 144.304139 0.236542 24.5 600.0 0.09 0.0 0.4 1.6 144.60 0.19

1.2 Extreme modules¶

What if you could have 1/3 design aspects perfectly optimized right now, but at the expense of the other two?

In [31]:
#names for extreme set of scenarios
scennames_ex = ['ex_Life', 'ex_High_eff', 'ex_Circular'] #extreme boundaries
In [32]:
for scen in scennames_ex:  #creates extreme scenarios
    sim1.createScenario(name=scen, massmodulefile=moduleFile_m, energymodulefile=moduleFile_e)
    for mat in range (0, len(MATERIALS)):
        matbaseline_m = os.path.join(baselinesfolder,'baseline_material_mass_'+MATERIALS[mat]+'.csv')
        matbaseline_e = os.path.join(baselinesfolder,'baseline_material_energy_'+MATERIALS[mat]+'.csv')
        sim1.scenario[scen].addMaterial(MATERIALS[mat], massmatfile=matbaseline_m, energymatfile=matbaseline_e)

1.2.1 Extreme Lifetime - 50 year module¶

This module represents current PERC technology if it were to have it's lifetime extended significantly. Glass-glass technology is assumed, expected decreases in silver usage and increases in module efficiency are derived from Zhang et al 2021, Gervais et al 2021 and ITRPV 2022. Merchant tail is set to 100%, while material circularity is set to 0 after 2022.

In [33]:
#module efficiency modify for PERC
#evolves at the same rate as the baseline comparison
sim1.modifyScenario('ex_Life', 'mod_eff', celltech_modeff.loc[2022:,'PERC'], start_year=2022) #PERC 2030 module eff
In [34]:
#silver modify for PERC
sim1.scenario['ex_Life'].modifyMaterials('silver', 'mat_massperm2', celltech_aguse.loc[2022:,'PERC'], start_year=2022)
#old way
#sim1.scenario['PERC_50'].material['silver'].matdataIn_m.loc[timeshift:,'mat_massperm2'] = celltech_aguse.loc[2022:,'PERC'].values
In [35]:
#modify package to glass glass
sim1.scenario['ex_Life'].modifyMaterials('glass', 'mat_massperm2', glassperm2, start_year=2022) #
sim1.scenario['ex_Life'].modifyMaterials('backsheet', 'mat_massperm2', 0.0, start_year=2022) #
In [36]:
#Lifetime and Degradation
#degradation rate from Theristis et al 2022
#failure is T10 at 50 years
#degradation rate:
sim1.modifyScenario('ex_Life', 'mod_degradation', 0.4, start_year=2022) #annual power degradation to reach 80% at 55 yrs
#T50
sim1.modifyScenario('ex_Life', 'mod_reliability_t50', 56.07, start_year=2022)
#t90
sim1.modifyScenario('ex_Life', 'mod_reliability_t90', 59.15, start_year=2022) 
#Mod Project Lifetime
sim1.modifyScenario('ex_Life', 'mod_lifetime', 50, start_year=2022) #project lifetime of 50 years
In [37]:
#Merchant Tail set high
sim1.modifyScenario('ex_Life', 'mod_MerchantTail', 100, start_year=2022) #all installations stay for merchant tail

#Set to no material circularity after 2022
sim1.modifyScenario('ex_Life', 'mod_EOL_collection_eff', 0.0, start_year=2022)
for mat in sim1.scenario['ex_Life'].material:
        sim1.scenario['ex_Life'].modifyMaterials(mat, 'mat_MFG_scrap_Recycled', 0.0, start_year=2022) #

1.2.2 Extreme High Efficiency¶

This represents a current 25 year lifetime module warranty where efficiency has been prioritized. This could represent a silicon based tandem, along the lines of a heterojunction, multijunction or tandem structure. This will also be assumed to be bifacial at 0.92, the highest projection from ITRPV 2023.

In [38]:
sim1.modifyScenario('ex_High_eff', 'mod_eff', 30.0, start_year=2022) #changing module eff
In [39]:
#Lifetime and Degradation
#degradation rate:
sim1.modifyScenario('ex_High_eff', 'mod_degradation', 0.75, start_year=2022) #standard current degrdation
#T50
sim1.modifyScenario('ex_High_eff', 'mod_reliability_t50', 30.7, start_year=2022)
#t90
sim1.modifyScenario('ex_High_eff', 'mod_reliability_t90', 35, start_year=2022) 
#Mod Project Lifetime
sim1.modifyScenario('ex_High_eff', 'mod_lifetime', 25, start_year=2022) #project lifetime of 25 years
In [40]:
#modify package to glass glass
sim1.scenario['ex_High_eff'].modifyMaterials('glass', 'mat_massperm2', glassperm2, start_year=2022)
sim1.scenario['ex_High_eff'].modifyMaterials('backsheet', 'mat_massperm2', 0.0, start_year=2022) #
In [41]:
#Set to no material circularity after 2022
sim1.modifyScenario('ex_High_eff', 'mod_EOL_collection_eff', 0.0, start_year=2022)
for mat in sim1.scenario['ex_High_eff'].material:
        sim1.scenario['ex_High_eff'].modifyMaterials(mat, 'mat_MFG_scrap_Recycled', 0.0, start_year=2022) #

1.2.3 Extreme Circular¶

There are currently no circular modules, so this extreme case is based on hypothetical perovskite Si tandems modules. This module uses current best perovskite si tandem module and cell efficiencies, has a prospective life of 15 years and 1.47% degradation rate, and is highly circular. This is the extreme module proposed by perovskite tandems [Jean et al. 2019]. This maximizes material circularity, through remanufacturing glass and silicon wafers, and recycling the al frames closed loop.

In [42]:
#2022 module eff = 17.9% #https://www.nrel.gov/pv/assets/pdfs/champion-module-efficiencies-rev220401b.pdf
#2050 module eff = 19.1-26.1% for cheap on mc-Si, 21-27.3% for high eff on SHJ, Sofia et al 2019
idx_perovskite_eff = pd.RangeIndex(start=2022,stop=2051,step=1) #create the index
df_perovskite_eff = pd.DataFrame(index=idx_perovskite_eff, columns=['mod_eff_p'], dtype=float)
df_perovskite_eff.loc[2022] = 17.9 #current champion mini module
df_perovskite_eff.loc[2030] = 19.1 #using the low efficiency, cheap and circular plan
df_perovskite_eff.loc[2050] = 19.1
df_perovskite_eff.interpolate(inplace=True)
In [43]:
#module efficiency modify for PERC
sim1.modifyScenario('ex_Circular', 'mod_eff', df_perovskite_eff.loc[2022:,'mod_eff_p'], start_year=2022)
In [44]:
#modify package to glass glass
sim1.scenario['ex_Circular'].modifyMaterials('glass', 'mat_massperm2', glassperm2, start_year=2022)
sim1.scenario['ex_Circular'].modifyMaterials('backsheet', 'mat_massperm2', 0.0, start_year=2022) #
In [45]:
#Lifetime and Degradation
#values taken from lifetime vs recycling paper
#degradation rate:
sim1.modifyScenario('ex_Circular', 'mod_degradation', 1.47, start_year=2022) #annual power degradation
#Mod Project Lifetime
sim1.modifyScenario('ex_Circular', 'mod_lifetime', 15, start_year=2022) #project lifetime of 15 years
#T50
sim1.modifyScenario('ex_Circular', 'mod_reliability_t50', 20.49, start_year=2022)
#t90
sim1.modifyScenario('ex_Circular', 'mod_reliability_t90', 25, start_year=2022)
In [46]:
#remfg glass, remfg si, recycle Al, near perfect levels
#100% collection rate
sim1.modifyScenario('ex_Circular', 'mod_EOL_collection_eff', 100.0, start_year=2022) #100% collection

# remanufacturing
sim1.modifyScenario('ex_Circular', 'mod_EOL_pg3_reMFG', 100.0, start_year=2022) #all modules attempt remfg
sim1.modifyScenario('ex_Circular', 'mod_EOL_sp_reMFG_recycle', 100.0, start_year=2022) # recycle if can't remfg
sim1.modifyScenario('ex_Circular', 'mod_EOL_pb3_reMFG', 100.0, start_year=2022) # remfg bad mods too
sim1.modifyScenario('ex_Circular', 'mod_EOL_reMFG_yield', 98.0, start_year=2022) # REMFG YIELD 98%

#set all other paths to 0
sim1.modifyScenario('ex_Circular', 'mod_EOL_pg0_resell', 0.0, start_year=2022) # 
sim1.modifyScenario('ex_Circular', 'mod_EOL_pg1_landfill', 0.0, start_year=2022) # 
sim1.modifyScenario('ex_Circular', 'mod_EOL_pg2_stored', 0.0, start_year=2022) #
sim1.modifyScenario('ex_Circular', 'mod_EOL_pg4_recycled', 0.0, start_year=2022) # 
sim1.modifyScenario('ex_Circular', 'mod_EOL_pb1_landfill', 0.0, start_year=2022) # 
sim1.modifyScenario('ex_Circular', 'mod_EOL_pb2_stored', 0.0, start_year=2022) # 
sim1.modifyScenario('ex_Circular', 'mod_EOL_pb4_recycled', 0.0, start_year=2022) # 
sim1.modifyScenario('ex_Circular', 'mod_Repair', 0.0, start_year=2022) #
sim1.modifyScenario('ex_Circular', 'mod_MerchantTail', 0.0, start_year=2022) #


#Material Remanufacture
#Glass
#mfg scrap
sim1.scenario['ex_Circular'].modifyMaterials('glass', 'mat_MFG_scrap_Recycled', 100.0, start_year=2022) #send mfg scrap to recycle
sim1.scenario['ex_Circular'].modifyMaterials('glass', 'mat_MFG_scrap_Recycling_eff', 98.0, start_year=2022) #98% yield
sim1.scenario['ex_Circular'].modifyMaterials('glass', 'mat_MFG_scrap_Recycled_into_HQ', 100.0, start_year=2022) #all HQ
sim1.scenario['ex_Circular'].modifyMaterials('glass', 'mat_MFG_scrap_Recycled_into_HQ_Reused4MFG', 100.0, start_year=2022) #closed-loop
#eol
sim1.scenario['ex_Circular'].modifyMaterials('glass', 'mat_PG3_ReMFG_target', 100.0, start_year=2022) #send all to remfg
sim1.scenario['ex_Circular'].modifyMaterials('glass', 'mat_PG4_Recycling_target', 100.0, start_year=2022) #any breakage gets recycled
sim1.scenario['ex_Circular'].modifyMaterials('glass', 'mat_ReMFG_yield', 98.0, start_year=2022) #98% yeild
sim1.scenario['ex_Circular'].modifyMaterials('glass', 'mat_Recycling_yield', 98.0, start_year=2022) #98% yeild


#silicon ReMFG 
#mfg scrap
sim1.scenario['ex_Circular'].modifyMaterials('silicon', 'mat_MFG_scrap_Recycled', 100.0, start_year=2022) #send mfg scrap to recycle
sim1.scenario['ex_Circular'].modifyMaterials('silicon', 'mat_MFG_scrap_Recycling_eff', 98.0, start_year=2022) #98% yield
sim1.scenario['ex_Circular'].modifyMaterials('silicon', 'mat_MFG_scrap_Recycled_into_HQ', 100.0, start_year=2022) #all HQ
sim1.scenario['ex_Circular'].modifyMaterials('silicon', 'mat_MFG_scrap_Recycled_into_HQ_Reused4MFG', 100.0, start_year=2022) #closed-loop
#eol
sim1.scenario['ex_Circular'].modifyMaterials('silicon', 'mat_PG3_ReMFG_target', 100.0, start_year=2022) #send to remfg
sim1.scenario['ex_Circular'].modifyMaterials('silicon', 'mat_ReMFG_yield', 98.0, start_year=2022) #98% yeild
sim1.scenario['ex_Circular'].modifyMaterials('silicon', 'mat_PG4_Recycling_target', 100.0, start_year=2022) #remfg breakage gets recycled
sim1.scenario['ex_Circular'].modifyMaterials('silicon', 'mat_Recycling_yield', 98.0, start_year=2022) #99% yeild
sim1.scenario['ex_Circular'].modifyMaterials('silicon', 'mat_EOL_Recycled_into_HQ', 100.0, start_year=2022) #all HQ
sim1.scenario['ex_Circular'].modifyMaterials('silicon', 'mat_EOL_RecycledHQ_Reused4MFG', 100.0, start_year=2022) #closed-loop


#aluminium_frames recycle
#mfg scrap
sim1.scenario['ex_Circular'].modifyMaterials('aluminium_frames', 'mat_MFG_scrap_Recycled', 100.0, start_year=2022) #send mfg scrap to recycle
sim1.scenario['ex_Circular'].modifyMaterials('aluminium_frames', 'mat_MFG_scrap_Recycling_eff', 98.0, start_year=2022) #98% yield
sim1.scenario['ex_Circular'].modifyMaterials('aluminium_frames', 'mat_MFG_scrap_Recycled_into_HQ', 100.0, start_year=2022) #all HQ
sim1.scenario['ex_Circular'].modifyMaterials('aluminium_frames', 'mat_MFG_scrap_Recycled_into_HQ_Reused4MFG', 100.0, start_year=2022) #closed-loop
#eol
sim1.scenario['ex_Circular'].modifyMaterials('aluminium_frames', 'mat_PG3_ReMFG_target', 0.0, start_year=2022) #send to recycle
sim1.scenario['ex_Circular'].modifyMaterials('aluminium_frames', 'mat_ReMFG_yield', 0.0, start_year=2022) #0% yeild
sim1.scenario['ex_Circular'].modifyMaterials('aluminium_frames', 'mat_PG4_Recycling_target', 100.0, start_year=2022) #send to recycle
sim1.scenario['ex_Circular'].modifyMaterials('aluminium_frames', 'mat_Recycling_yield', 98.0, start_year=2022) #99% yeild
sim1.scenario['ex_Circular'].modifyMaterials('aluminium_frames', 'mat_EOL_Recycled_into_HQ', 100.0, start_year=2022) #all HQ
sim1.scenario['ex_Circular'].modifyMaterials('aluminium_frames', 'mat_EOL_RecycledHQ_Reused4MFG', 100.0, start_year=2022) #closed-loop
In [ ]:

1.3 Ambitious Hypothetical Modules¶

"What if we could have 2/3 design aspects improved?" These are modules which have a basis in laboratory or field but have not yet been fully/completely demonstrated or commercialized. They are the mix and match of the extreme design aspects. Typically one of the two design aspects is emphasized more heavily.

  • High Eff + Long Life; 30% efficient bifacial tandem with 40 year lifetimes
  • 50 year PERC module; this is the closest to an existing module, but we don't yet have 50 years worth of data to assert that this exists yet.
  • Recycled Silicon PERC; this was a demonstration from Fraunhofer to recycle a silicon cell by skipping the mg-Si step, which has energy and carbon implications
  • Circular + Long life Pervoskite tandems; in addition to circularizing the materials, improvements to 25 year lifetimes is made, but little improvements to efficiency.
  • Circular + Efficient Perovskite tandems; instead of increasing lifetime and reliability, high efficiency is persued [Sofia] in addition to circularizing the materials

1.3.1 High Efficiency + Long Life¶

What if we made long lived tandem modules?

  • Lifetime: 25-40 years
  • Eff: current SHJ to 30%, 0.9
  • Mod. CE: 0%
  • Mat. CE: 0%
In [47]:
#modified module
moduleinput_m_r_EffLife = os.path.join(altBaselinesfolder, 'mod_r_EffLife.csv')
sim1.createScenario(name='h_EffLife', massmodulefile=moduleinput_m_r_EffLife, energymodulefile=moduleFile_e) 

#load standard materials
for mat in range (0, len(MATERIALS)):
    matbaseline_m = os.path.join(baselinesfolder,'baseline_material_mass_'+MATERIALS[mat]+'.csv')
    matbaseline_e = os.path.join(baselinesfolder,'baseline_material_energy_'+MATERIALS[mat]+'.csv')
    sim1.scenario['h_EffLife'].addMaterial(MATERIALS[mat], massmatfile=matbaseline_m, energymatfile=matbaseline_e)
In [48]:
#sim1.modifyScenario('ex_High_eff', 'mod_eff', 30.0, start_year=2022) #changing module eff
#module efficiency in the module file from 23.86 to 30% in 2040
#also lifetime and reliabiltiy in mod file, from 25-40 years in 2050
In [49]:
#modify package to glass glass
sim1.scenario['h_EffLife'].modifyMaterials('glass', 'mat_massperm2', glassperm2, start_year=2022)
sim1.scenario['h_EffLife'].modifyMaterials('backsheet', 'mat_massperm2', 0.0, start_year=2022) #
In [50]:
#Set to no material circularity after 2022
sim1.modifyScenario('h_EffLife', 'mod_EOL_collection_eff', 0.0, start_year=2022)
for mat in sim1.scenario['h_EffLife'].material:
        sim1.scenario['h_EffLife'].modifyMaterials(mat, 'mat_MFG_scrap_Recycled', 0.0, start_year=2022) #
In [ ]:

1.3.2 50-year PERC¶

What if long lived modules were eventually recycled?

  • Lifetime: 40-50 years
  • Eff: PERC 23.1%-24.5%
  • Mod. CE: 75-100% merchant tail
  • Mat. CE: 0-25% (collection mod * recycling target material)
In [51]:
#modified module
moduleinput_m_r_50PERC = os.path.join(altBaselinesfolder, 'mod_r_50PERC.csv')
sim1.createScenario(name='h_50PERC', massmodulefile=moduleinput_m_r_50PERC, energymodulefile=moduleFile_e) 

#load standard materials
for mat in range (0, len(MATERIALS)):
    matbaseline_m = os.path.join(baselinesfolder,'baseline_material_mass_'+MATERIALS[mat]+'.csv')
    matbaseline_e = os.path.join(baselinesfolder,'baseline_material_energy_'+MATERIALS[mat]+'.csv')
    sim1.scenario['h_50PERC'].addMaterial(MATERIALS[mat], massmatfile=matbaseline_m, energymatfile=matbaseline_e)
In [52]:
#modify package to glass glass
sim1.scenario['h_50PERC'].modifyMaterials('glass', 'mat_massperm2', glassperm2, start_year=2022)
sim1.scenario['h_50PERC'].modifyMaterials('backsheet', 'mat_massperm2', 0.0, start_year=2022) #
In [53]:
#glass recycling, 25% closed loop recycle in 2050
#create improvement series
idx_temp = pd.RangeIndex(start=2022,stop=2051,step=1) #create the index
df_glass_target = pd.DataFrame(index=idx_temp, columns=['mat_PG4_Recycling_target'], dtype=float)
df_glass_target.loc[2022] = 0
df_glass_target.loc[2030] = 100
df_glass_target.loc[2050] = 100
df_glass_target.interpolate(inplace=True)

df_glass_lowrecycle = pd.DataFrame(index=idx_temp, columns=['mat_EOL_Recycled_into_HQ'], dtype=float)
df_glass_lowrecycle.loc[2022] = 0
df_glass_lowrecycle.loc[2030] = 0
df_glass_lowrecycle.loc[2050] = 50
df_glass_lowrecycle.interpolate(inplace=True)

#eol
sim1.scenario['h_50PERC'].modifyMaterials('glass', 'mat_PG3_ReMFG_target', 0.0, start_year=2022) #send to recycle
sim1.scenario['h_50PERC'].modifyMaterials('glass', 'mat_PG4_Recycling_target', 
                                          df_glass_target.loc[2022:,'mat_PG4_Recycling_target'], start_year=2022) #send to recycle

sim1.scenario['h_50PERC'].modifyMaterials('glass', 'mat_EOL_Recycled_into_HQ', 
                                          df_glass_lowrecycle.loc[2022:,'mat_EOL_Recycled_into_HQ'], start_year=2022) #all HQ
sim1.scenario['h_50PERC'].modifyMaterials('glass', 'mat_EOL_RecycledHQ_Reused4MFG', 100.0, start_year=2022) #closed-loop
In [54]:
#silicon recycled, 25% closed loop in 2050
#create improvement series
idx_temp = pd.RangeIndex(start=2022,stop=2051,step=1) #create the index
df_si_target = pd.DataFrame(index=idx_temp, columns=['mat_PG4_Recycling_target'], dtype=float)
df_si_target.loc[2022] = 0
df_si_target.loc[2030] = 0
df_si_target.loc[2050] = 50
df_si_target.interpolate(inplace=True)

#eol
sim1.scenario['h_50PERC'].modifyMaterials('silicon', 'mat_PG3_ReMFG_target', 0.0, start_year=2022) #send to recycle
sim1.scenario['h_50PERC'].modifyMaterials('silicon', 'mat_PG4_Recycling_target', 
                                          df_si_target.loc[2022:,'mat_PG4_Recycling_target'], start_year=2022) #send to recycle

sim1.scenario['h_50PERC'].modifyMaterials('silicon', 'mat_EOL_Recycled_into_HQ', 100.0, start_year=2022) #all HQ
sim1.scenario['h_50PERC'].modifyMaterials('silicon', 'mat_EOL_RecycledHQ_Reused4MFG', 100.0, start_year=2022) #closed-loop
In [55]:
#aluminium_frames recycle, 25% closed loop in 2050
idx_temp = pd.RangeIndex(start=2022,stop=2051,step=1) #create the index
df_al_target = pd.DataFrame(index=idx_temp, columns=['mat_PG4_Recycling_target'], dtype=float)
df_al_target.loc[2022] = 0
df_al_target.loc[2030] = 100
df_al_target.loc[2050] = 100
df_al_target.interpolate(inplace=True)

df_al_lowrecycle = pd.DataFrame(index=idx_temp, columns=['mat_EOL_Recycled_into_HQ'], dtype=float)
df_al_lowrecycle.loc[2022] = 0
df_al_lowrecycle.loc[2030] = 100
df_al_lowrecycle.loc[2050] = 100
df_al_lowrecycle.interpolate(inplace=True)

df_al_lowCL = pd.DataFrame(index=idx_temp, columns=['mat_EOL_RecycledHQ_Reused4MFG'], dtype=float)
df_al_lowCL.loc[2022] = 0
df_al_lowCL.loc[2030] = 20
df_al_lowCL.loc[2050] = 50
df_al_lowCL.interpolate(inplace=True)

#eol
sim1.scenario['h_50PERC'].modifyMaterials('aluminium_frames', 'mat_PG3_ReMFG_target', 0.0, start_year=2022) #send to recycle
sim1.scenario['h_50PERC'].modifyMaterials('aluminium_frames', 'mat_PG4_Recycling_target', 
                                          df_al_target.loc[2022:,'mat_PG4_Recycling_target'], start_year=2022) #send to recycle
sim1.scenario['h_50PERC'].modifyMaterials('aluminium_frames', 'mat_Recycling_yield', 98.0, start_year=2022) #98% yeild
sim1.scenario['h_50PERC'].modifyMaterials('aluminium_frames', 'mat_EOL_Recycled_into_HQ', 
                                          df_al_lowrecycle.loc[2022:,'mat_EOL_Recycled_into_HQ'], start_year=2022) #all HQ
sim1.scenario['h_50PERC'].modifyMaterials('aluminium_frames', 'mat_EOL_RecycledHQ_Reused4MFG', 
                                          df_al_lowCL.loc[2022:,'mat_EOL_RecycledHQ_Reused4MFG'], start_year=2022) #closed-loop

1.3.3 Recycled Silicon PERC¶

This module is based on the recent test from Fraunhofer ISE in which an old module was dissassembled, and the silicon wafer cleaned, put into a Cz ingot growth process and made using standard PERC processing, creating a 19% efficient module. https://www.ise.fraunhofer.de/en/press-media/press-releases/2022/solar-cells-from-recycled-silicon.html We will assume this is a low quality module, like a mc-Si module, thus changing the mfging energy, and that the module efficiency improves slightly slower than mc-Si expectations (22% by 2050, ITRPV 2023).

  • Lifetime: 20-32 years
  • Eff: 19% - 22%
  • Mod. CE: 0%
  • Mat. CE: 100% silicon recycling at reduced energy, 0-71% glass, silver, Al frame
In [56]:
#modified module
moduleinput_m_r_RecyclePERC = os.path.join(altBaselinesfolder, 'mod_r_PERCrecycleSi.csv')
sim1.createScenario(name='h_RecycledPERC', massmodulefile=moduleinput_m_r_RecyclePERC, energymodulefile=moduleFile_e) 

#for mat in range (0, len(MATERIALS)):
#    matbaseline_m = os.path.join(baselinesfolder,'baseline_material_mass_'+MATERIALS[mat]+'.csv')
#    matbaseline_e = os.path.join(baselinesfolder,'baseline_material_energy_'+MATERIALS[mat]+'.csv')
#    sim1.scenario['h_RecycledPERC'].addMaterial(MATERIALS[mat], massmatfile=matbaseline_m, energymatfile=matbaseline_e)
In [57]:
#modified materials for 71% closed loop recycling in 2050 
#glass
matinput_glass_m_improvedRecycle = os.path.join(altBaselinesfolder,'material_mass_glass_improvedRecycle.csv')
matbaseline_e_glass = os.path.join(baselinesfolder,'baseline_material_energy_glass.csv')
sim1.scenario['h_RecycledPERC'].addMaterial('glass', massmatfile=matinput_glass_m_improvedRecycle, energymatfile=matbaseline_e_glass)
#silicon
matinput_silicon_m_improvedRecycle = os.path.join(altBaselinesfolder,'material_mass_silicon_improvedRecycle.csv')
matbaseline_e_si = os.path.join(baselinesfolder,'baseline_material_energy_silicon.csv')
sim1.scenario['h_RecycledPERC'].addMaterial('silicon', massmatfile=matinput_silicon_m_improvedRecycle, energymatfile=matbaseline_e_si)
#silver
matinput_silver_m_improvedRecycle = os.path.join(altBaselinesfolder,'material_mass_silver_improvedRecycle.csv')
matbaseline_e_ag = os.path.join(baselinesfolder,'baseline_material_energy_silver.csv')
sim1.scenario['h_RecycledPERC'].addMaterial('silver', massmatfile=matinput_silver_m_improvedRecycle, energymatfile=matbaseline_e_ag)
#aluminium frames
matinput_Al_m_improvedRecycle = os.path.join(altBaselinesfolder,'material_mass_aluminium_frames_improvedRecycle.csv')
matbaseline_e_al = os.path.join(baselinesfolder,'baseline_material_energy_aluminium_frames.csv')
sim1.scenario['h_RecycledPERC'].addMaterial('aluminium_frames', massmatfile=matinput_Al_m_improvedRecycle, energymatfile=matbaseline_e_al)

#standard materials
baselineMats=['copper', 'encapsulant', 'backsheet']
for mats in range (0, len(baselineMats)):
    matbaseline_m = os.path.join(baselinesfolder,'baseline_material_mass_'+baselineMats[mats]+'.csv')
    matbaseline_e = os.path.join(baselinesfolder,'baseline_material_energy_'+baselineMats[mats]+'.csv')
    sim1.scenario['h_RecycledPERC'].addMaterial(baselineMats[mats], massmatfile=matbaseline_m, energymatfile=matbaseline_e)
In [58]:
#silicon Fraunhofer test recycled
#mfg scrap
sim1.scenario['h_RecycledPERC'].modifyMaterials('silicon', 'mat_MFG_scrap_Recycled', 100.0, start_year=2022) #send mfg scrap to recycle
sim1.scenario['h_RecycledPERC'].modifyMaterials('silicon', 'mat_MFG_scrap_Recycling_eff', 98.0, start_year=2022) #98% yield
sim1.scenario['h_RecycledPERC'].modifyMaterials('silicon', 'mat_MFG_scrap_Recycled_into_HQ', 100.0, start_year=2022) #all HQ
sim1.scenario['h_RecycledPERC'].modifyMaterials('silicon', 'mat_MFG_scrap_Recycled_into_HQ_Reused4MFG', 100.0, start_year=2022) #closed-loop
#eol
sim1.scenario['h_RecycledPERC'].modifyMaterials('silicon', 'mat_PG3_ReMFG_target', 0.0, start_year=2022) #send to recycle
sim1.scenario['h_RecycledPERC'].modifyMaterials('silicon', 'mat_PG4_Recycling_target', 100.0, start_year=2022) #send to recycle
sim1.scenario['h_RecycledPERC'].modifyMaterials('silicon', 'mat_Recycling_yield', 98.0, start_year=2022) #99% yeild
sim1.scenario['h_RecycledPERC'].modifyMaterials('silicon', 'mat_EOL_Recycled_into_HQ', 100.0, start_year=2022) #all HQ
sim1.scenario['h_RecycledPERC'].modifyMaterials('silicon', 'mat_EOL_RecycledHQ_Reused4MFG', 100.0, start_year=2022) #closed-loop
In [59]:
#silicon mfging energy to be mc-Si only for the virgin manufacturing
altmfgSi_mcSi = pd.read_csv(os.path.join(supportMatfolder, 'output_energy_silicon_MFG_mcSi.csv'), index_col=0)
#modify
sim1.scenario['h_RecycledPERC'].modifyMaterialEnergy('silicon', 'e_mat_MFG', 
                                              altmfgSi_mcSi.loc[2022:,'E_MFG_kWhpkg'], start_year=2022)
sim1.scenario['h_RecycledPERC'].modifyMaterialEnergy('silicon', 'e_mat_MFG_fuelfraction', 
                                              altmfgSi_mcSi.loc[2022:,'E_mfgFuelFraction'], start_year=2022)
In [60]:
#the cool feature of this module was that the wafer was directly put into the Cz process
#therefore, we need to modify the recycling energy to reflect this
#this energy profile is output by the (baseline development) Energy Silicon Manufacturing journal.
altHQRecycle_e = pd.read_csv(os.path.join(supportMatfolder, 'output_energy_silicon_eol_recycleHQ_ALT.csv'), index_col=0)
#altHQRecycle_e

#modify silicon recycling energy to match Fraunhofer ISE CZ process
sim1.scenario['h_RecycledPERC'].modifyMaterialEnergy('silicon', 'e_mat_Recycled_HQ', 
                                                     altHQRecycle_e.loc[2022:,'E_MFG_kWhpkg'], start_year=2022)
sim1.scenario['h_RecycledPERC'].modifyMaterialEnergy('silicon', 'e_mat_Recycled_HQ_fuelfraction', 
                                                     altHQRecycle_e.loc[2022:,'E_mfgFuelFraction'], start_year=2022)
In [61]:
#check all modifications made
sim1.scenario['h_RecycledPERC'].material['silicon'].matdataIn_e.iloc[25:30,]
Out[61]:
year e_mat_extraction e_mat_MFG e_mat_MFG_fuelfraction e_mat_MFGScrap_LQ e_mat_MFGScrap_HQ e_mat_Landfill e_mat_Landfill_fuelfraction e_mat_EoL_ReMFG_clean e_mat_Recycled_LQ e_mat_Recycled_HQ e_mat_Recycled_HQ_fuelfraction
25 2020 0.0062 169.060000 0.220000 24.5 600.0 0.09 0.0 0.4 1.6 138.380000 0.200000
26 2021 0.0062 170.730000 0.210000 24.5 600.0 0.09 0.0 0.4 1.6 143.040000 0.190000
27 2022 0.0062 144.532276 0.236169 24.5 600.0 0.09 0.0 0.4 1.6 77.837724 0.055738
28 2023 0.0062 144.418207 0.236356 24.5 600.0 0.09 0.0 0.4 1.6 77.837724 0.055738
29 2024 0.0062 144.304139 0.236542 24.5 600.0 0.09 0.0 0.4 1.6 77.837724 0.055738

1.3.4 Circular + Long Life Perovskite Tandem¶

What if perovskite silicon tandems focused on circularity and lifetime improvements?

  • Lifetime: 15-25 year
  • Eff: 17.9%-19.1%
  • Mod. CE: 0%
  • Mat. CE: 100% remanufacture glass, 20% recycle Si to 72% remfg Si, 98% recycle Al frame
In [62]:
#modified module
moduleinput_m_r_perovskite = os.path.join(altBaselinesfolder, 'mod_r_perovskite_life.csv')
sim1.createScenario(name='h_Perovskite_life', massmodulefile=moduleinput_m_r_perovskite, energymodulefile=moduleFile_e) 

#modified materials
#glass
matinput_glass_m_remfg = os.path.join(altBaselinesfolder,'material_mass_glass_r_perovskite.csv')
matbaseline_e_glass = os.path.join(baselinesfolder,'baseline_material_energy_glass.csv')
sim1.scenario['h_Perovskite_life'].addMaterial('glass', massmatfile=matinput_glass_m_remfg, energymatfile=matbaseline_e_glass)

#silicon
matinput_silicon_m_remfg = os.path.join(altBaselinesfolder,'material_mass_silicon_r_perovskite.csv')
matbaseline_e_si = os.path.join(baselinesfolder,'baseline_material_energy_silicon.csv')
sim1.scenario['h_Perovskite_life'].addMaterial('silicon', massmatfile=matinput_silicon_m_remfg, energymatfile=matbaseline_e_si)

#load standard materials
subMats =['silver', 'aluminium_frames','copper','encapsulant', 'backsheet']
for mat in range (0, len(subMats)):
    matbaseline_m = os.path.join(baselinesfolder,'baseline_material_mass_'+subMats[mat]+'.csv')
    matbaseline_e = os.path.join(baselinesfolder,'baseline_material_energy_'+subMats[mat]+'.csv')
    sim1.scenario['h_Perovskite_life'].addMaterial(subMats[mat], massmatfile=matbaseline_m, energymatfile=matbaseline_e)
In [63]:
sim1.scenario['h_Perovskite_life'].modifyMaterials('glass', 'mat_massperm2', glassperm2, start_year=2022)
sim1.scenario['h_Perovskite_life'].modifyMaterials('backsheet', 'mat_massperm2', 0.0, start_year=2022) #
In [64]:
#aluminium_frames recycle
#eol
sim1.scenario['h_Perovskite_life'].modifyMaterials('aluminium_frames', 'mat_PG3_ReMFG_target', 0.0, start_year=2022) #send to recycle
sim1.scenario['h_Perovskite_life'].modifyMaterials('aluminium_frames', 'mat_PG4_Recycling_target', 100.0, start_year=2022) #send to recycle
sim1.scenario['h_Perovskite_life'].modifyMaterials('aluminium_frames', 'mat_Recycling_yield', 98.0, start_year=2022) #99% yeild
sim1.scenario['h_Perovskite_life'].modifyMaterials('aluminium_frames', 'mat_EOL_Recycled_into_HQ', 100.0, start_year=2022) #all HQ
sim1.scenario['h_Perovskite_life'].modifyMaterials('aluminium_frames', 'mat_EOL_RecycledHQ_Reused4MFG',100.0, start_year=2022) #closed-loop

1.3.5 Circular + High Efficiency Perovskite Si Tandem¶

What if perovskite Si tandems focused on circularity and efficiency?

  • Lifetime: 15 year
  • Eff: 17.9%-27.3%
  • Mod. CE: 0%
  • Mat. CE: 100% remanufacture glass, 20% recycle Si to 72% remfg Si, 98% recycle Al frame
In [65]:
#modified module
moduleinput_m_r_perovskite = os.path.join(altBaselinesfolder, 'mod_r_perovskite_eff.csv')
sim1.createScenario(name='h_Perovskite_Eff', massmodulefile=moduleinput_m_r_perovskite, energymodulefile=moduleFile_e) 

#modified materials
#glass
matinput_glass_m_remfg = os.path.join(altBaselinesfolder,'material_mass_glass_r_perovskite.csv')
matbaseline_e_glass = os.path.join(baselinesfolder,'baseline_material_energy_glass.csv')
sim1.scenario['h_Perovskite_Eff'].addMaterial('glass', massmatfile=matinput_glass_m_remfg, energymatfile=matbaseline_e_glass)

#silicon
matinput_silicon_m_remfg = os.path.join(altBaselinesfolder,'material_mass_silicon_r_perovskite.csv')
matbaseline_e_si = os.path.join(baselinesfolder,'baseline_material_energy_silicon.csv')
sim1.scenario['h_Perovskite_Eff'].addMaterial('silicon', massmatfile=matinput_silicon_m_remfg, energymatfile=matbaseline_e_si)

#load standard materials
subMats =['silver', 'aluminium_frames','copper','encapsulant', 'backsheet']
for mat in range (0, len(subMats)):
    matbaseline_m = os.path.join(baselinesfolder,'baseline_material_mass_'+subMats[mat]+'.csv')
    matbaseline_e = os.path.join(baselinesfolder,'baseline_material_energy_'+subMats[mat]+'.csv')
    sim1.scenario['h_Perovskite_Eff'].addMaterial(subMats[mat], massmatfile=matbaseline_m, energymatfile=matbaseline_e)
In [66]:
#package to glass-glass
sim1.scenario['h_Perovskite_Eff'].modifyMaterials('glass', 'mat_massperm2', glassperm2, start_year=2022)
sim1.scenario['h_Perovskite_Eff'].modifyMaterials('backsheet', 'mat_massperm2', 0.0, start_year=2022) #
In [67]:
#aluminium_frames recycle
#eol
sim1.scenario['h_Perovskite_Eff'].modifyMaterials('aluminium_frames', 'mat_PG3_ReMFG_target', 0.0, start_year=2022) #send to recycle
sim1.scenario['h_Perovskite_Eff'].modifyMaterials('aluminium_frames', 'mat_PG4_Recycling_target', 100.0, start_year=2022) #send to recycle
sim1.scenario['h_Perovskite_Eff'].modifyMaterials('aluminium_frames', 'mat_Recycling_yield', 98.0, start_year=2022) #99% yeild
sim1.scenario['h_Perovskite_Eff'].modifyMaterials('aluminium_frames', 'mat_EOL_Recycled_into_HQ', 100.0, start_year=2022) #all HQ
sim1.scenario['h_Perovskite_Eff'].modifyMaterials('aluminium_frames', 'mat_EOL_RecycledHQ_Reused4MFG',100.0, start_year=2022) #closed-loop
In [ ]:

1.4 Extend Years and Apply Deployment Curve¶

1.4.1 Time Period for study: 2000 to 2100¶

We do this after we modify the baselines to propogate the modified 2050 values forward

In [68]:
#trim to start in 2000, this trims module and materials
#had to specify and end year, cannot use to extend
sim1.trim_Years(startYear=2000, endYear=2100)

Trimming and extending  PV_ICE
PV_ICE glass : Data trimmed for Energy, years now encompass  2000  to  2100
PV_ICE silicon : Data trimmed for Energy, years now encompass  2000  to  2100
PV_ICE silver : Data trimmed for Energy, years now encompass  2000  to  2100
PV_ICE aluminium_frames : Data trimmed for Energy, years now encompass  2000  to  2100
PV_ICE copper : Data trimmed for Energy, years now encompass  2000  to  2100
PV_ICE encapsulant : Data trimmed for Energy, years now encompass  2000  to  2100
PV_ICE backsheet : Data trimmed for Energy, years now encompass  2000  to  2100
PV_ICE backsheet : Data trimmed for Mass, years now encompass  2000  to  2100
Trimming and extending  r_PERC
r_PERC glass : Data trimmed for Energy, years now encompass  2000  to  2100
r_PERC silicon : Data trimmed for Energy, years now encompass  2000  to  2100
r_PERC silver : Data trimmed for Energy, years now encompass  2000  to  2100
r_PERC aluminium_frames : Data trimmed for Energy, years now encompass  2000  to  2100
r_PERC copper : Data trimmed for Energy, years now encompass  2000  to  2100
r_PERC encapsulant : Data trimmed for Energy, years now encompass  2000  to  2100
r_PERC backsheet : Data trimmed for Energy, years now encompass  2000  to  2100
r_PERC backsheet : Data trimmed for Mass, years now encompass  2000  to  2100
Trimming and extending  r_SHJ
r_SHJ glass : Data trimmed for Energy, years now encompass  2000  to  2100
r_SHJ silicon : Data trimmed for Energy, years now encompass  2000  to  2100
r_SHJ silver : Data trimmed for Energy, years now encompass  2000  to  2100
r_SHJ aluminium_frames : Data trimmed for Energy, years now encompass  2000  to  2100
r_SHJ copper : Data trimmed for Energy, years now encompass  2000  to  2100
r_SHJ encapsulant : Data trimmed for Energy, years now encompass  2000  to  2100
r_SHJ backsheet : Data trimmed for Energy, years now encompass  2000  to  2100
r_SHJ backsheet : Data trimmed for Mass, years now encompass  2000  to  2100
Trimming and extending  r_TOPCon
r_TOPCon glass : Data trimmed for Energy, years now encompass  2000  to  2100
r_TOPCon silicon : Data trimmed for Energy, years now encompass  2000  to  2100
r_TOPCon silver : Data trimmed for Energy, years now encompass  2000  to  2100
r_TOPCon aluminium_frames : Data trimmed for Energy, years now encompass  2000  to  2100
r_TOPCon copper : Data trimmed for Energy, years now encompass  2000  to  2100
r_TOPCon encapsulant : Data trimmed for Energy, years now encompass  2000  to  2100
r_TOPCon backsheet : Data trimmed for Energy, years now encompass  2000  to  2100
r_TOPCon backsheet : Data trimmed for Mass, years now encompass  2000  to  2100
Trimming and extending  r_IRENA
r_IRENA glass : Data trimmed for Energy, years now encompass  2000  to  2100
r_IRENA silicon : Data trimmed for Energy, years now encompass  2000  to  2100
r_IRENA silver : Data trimmed for Energy, years now encompass  2000  to  2100
r_IRENA aluminium_frames : Data trimmed for Energy, years now encompass  2000  to  2100
r_IRENA copper : Data trimmed for Energy, years now encompass  2000  to  2100
r_IRENA encapsulant : Data trimmed for Energy, years now encompass  2000  to  2100
r_IRENA backsheet : Data trimmed for Energy, years now encompass  2000  to  2100
r_IRENA backsheet : Data trimmed for Mass, years now encompass  2000  to  2100
Trimming and extending  ex_Life
ex_Life glass : Data trimmed for Energy, years now encompass  2000  to  2100
ex_Life silicon : Data trimmed for Energy, years now encompass  2000  to  2100
ex_Life silver : Data trimmed for Energy, years now encompass  2000  to  2100
ex_Life aluminium_frames : Data trimmed for Energy, years now encompass  2000  to  2100
ex_Life copper : Data trimmed for Energy, years now encompass  2000  to  2100
ex_Life encapsulant : Data trimmed for Energy, years now encompass  2000  to  2100
ex_Life backsheet : Data trimmed for Energy, years now encompass  2000  to  2100
ex_Life backsheet : Data trimmed for Mass, years now encompass  2000  to  2100
Trimming and extending  ex_High_eff
ex_High_eff glass : Data trimmed for Energy, years now encompass  2000  to  2100
ex_High_eff silicon : Data trimmed for Energy, years now encompass  2000  to  2100
ex_High_eff silver : Data trimmed for Energy, years now encompass  2000  to  2100
ex_High_eff aluminium_frames : Data trimmed for Energy, years now encompass  2000  to  2100
ex_High_eff copper : Data trimmed for Energy, years now encompass  2000  to  2100
ex_High_eff encapsulant : Data trimmed for Energy, years now encompass  2000  to  2100
ex_High_eff backsheet : Data trimmed for Energy, years now encompass  2000  to  2100
ex_High_eff backsheet : Data trimmed for Mass, years now encompass  2000  to  2100
Trimming and extending  ex_Circular
ex_Circular glass : Data trimmed for Energy, years now encompass  2000  to  2100
ex_Circular silicon : Data trimmed for Energy, years now encompass  2000  to  2100
ex_Circular silver : Data trimmed for Energy, years now encompass  2000  to  2100
ex_Circular aluminium_frames : Data trimmed for Energy, years now encompass  2000  to  2100
ex_Circular copper : Data trimmed for Energy, years now encompass  2000  to  2100
ex_Circular encapsulant : Data trimmed for Energy, years now encompass  2000  to  2100
ex_Circular backsheet : Data trimmed for Energy, years now encompass  2000  to  2100
ex_Circular backsheet : Data trimmed for Mass, years now encompass  2000  to  2100
Trimming and extending  h_EffLife
h_EffLife glass : Data trimmed for Energy, years now encompass  2000  to  2100
h_EffLife silicon : Data trimmed for Energy, years now encompass  2000  to  2100
h_EffLife silver : Data trimmed for Energy, years now encompass  2000  to  2100
h_EffLife aluminium_frames : Data trimmed for Energy, years now encompass  2000  to  2100
h_EffLife copper : Data trimmed for Energy, years now encompass  2000  to  2100
h_EffLife encapsulant : Data trimmed for Energy, years now encompass  2000  to  2100
h_EffLife backsheet : Data trimmed for Energy, years now encompass  2000  to  2100
h_EffLife backsheet : Data trimmed for Mass, years now encompass  2000  to  2100
Trimming and extending  h_50PERC
h_50PERC glass : Data trimmed for Energy, years now encompass  2000  to  2100
h_50PERC silicon : Data trimmed for Energy, years now encompass  2000  to  2100
h_50PERC silver : Data trimmed for Energy, years now encompass  2000  to  2100
h_50PERC aluminium_frames : Data trimmed for Energy, years now encompass  2000  to  2100
h_50PERC copper : Data trimmed for Energy, years now encompass  2000  to  2100
h_50PERC encapsulant : Data trimmed for Energy, years now encompass  2000  to  2100
h_50PERC backsheet : Data trimmed for Energy, years now encompass  2000  to  2100
h_50PERC backsheet : Data trimmed for Mass, years now encompass  2000  to  2100
Trimming and extending  h_RecycledPERC
h_RecycledPERC glass : Data trimmed for Energy, years now encompass  2000  to  2100
h_RecycledPERC silicon : Data trimmed for Energy, years now encompass  2000  to  2100
h_RecycledPERC silver : Data trimmed for Energy, years now encompass  2000  to  2100
h_RecycledPERC aluminium_frames : Data trimmed for Energy, years now encompass  2000  to  2100
h_RecycledPERC copper : Data trimmed for Energy, years now encompass  2000  to  2100
h_RecycledPERC encapsulant : Data trimmed for Energy, years now encompass  2000  to  2100
h_RecycledPERC backsheet : Data trimmed for Energy, years now encompass  2000  to  2100
h_RecycledPERC backsheet : Data trimmed for Mass, years now encompass  2000  to  2100
Trimming and extending  h_Perovskite_life
h_Perovskite_life glass : Data trimmed for Energy, years now encompass  2000  to  2100
h_Perovskite_life silicon : Data trimmed for Energy, years now encompass  2000  to  2100
h_Perovskite_life silver : Data trimmed for Energy, years now encompass  2000  to  2100
h_Perovskite_life aluminium_frames : Data trimmed for Energy, years now encompass  2000  to  2100
h_Perovskite_life copper : Data trimmed for Energy, years now encompass  2000  to  2100
h_Perovskite_life encapsulant : Data trimmed for Energy, years now encompass  2000  to  2100
h_Perovskite_life backsheet : Data trimmed for Energy, years now encompass  2000  to  2100
h_Perovskite_life backsheet : Data trimmed for Mass, years now encompass  2000  to  2100
Trimming and extending  h_Perovskite_Eff
h_Perovskite_Eff glass : Data trimmed for Energy, years now encompass  2000  to  2100
h_Perovskite_Eff silicon : Data trimmed for Energy, years now encompass  2000  to  2100
h_Perovskite_Eff silver : Data trimmed for Energy, years now encompass  2000  to  2100
h_Perovskite_Eff aluminium_frames : Data trimmed for Energy, years now encompass  2000  to  2100
h_Perovskite_Eff copper : Data trimmed for Energy, years now encompass  2000  to  2100
h_Perovskite_Eff encapsulant : Data trimmed for Energy, years now encompass  2000  to  2100
h_Perovskite_Eff backsheet : Data trimmed for Energy, years now encompass  2000  to  2100
h_Perovskite_Eff backsheet : Data trimmed for Mass, years now encompass  2000  to  2100
In [69]:
#check
#sim1.scenario['h_Perovskite'].dataIn_m

1.4.2 Apply deployment curve¶

For the full derivation of the deployment curve, see the "PV Installations - Global" development journal. Essentially, the projection is 2000-2021 IRENA historical installation data, 2022 through 2050 is a quadratic fit to achieve 75 TW in 2050, and from 2050 to 2100 is a linear increase to 86 TW based on 2000-2021 global increase in electricity capacity.

This is the deployment curve applied to all PV technologies - however, it will be modified for each PV tech using the installation compensation method, increasing it for any replacement modules required to maintain capacity.

In [70]:
global_projection = pd.read_csv(os.path.join(supportMatfolder,'output-globalInstallsProjection.csv'), index_col=0)

fig, ax1 = plt.subplots(figsize=(8,5))

ax1.plot(global_projection['World_annual_[MWdc]']/1e6)
ax1.set_ylabel('Annual Installations [TWdc]')
ax1.set_ylim(0,5)
ax1.axvspan(2000,2022, facecolor='0.2', alpha=0.1) #grey shading
ax1.text(2005,0.5,'Global\nHistorical\nDeployment', fontsize=10)
ax1.text(2060,0.3,'+ Replacements')

ax2 = ax1.twinx()
ax2.stackplot(global_projection.index, global_projection['World_cum']/1e6, color='#F7A11A')
ax2.set_ylabel('Cumulative Solar Capacity [TW]', color='#F7A11A')
ax2.set_ylim(0,90)
ax2.set_xlim(2000,2100)
ax2.text(2051,70,'75 TW', color='#954712')
ax2.text(2090,80,'86 TW', color='#954712')

ax1.set_zorder(10) #send orange to back
ax1.patch.set_visible(False) #send orange to back

plt.show()

fig.savefig('energyresults-deployment.png', dpi=300, bbox_inches='tight')
In [71]:
#deployment projection for all scenarios
sim1.modifyScenario(scenarios=None,stage='new_Installed_Capacity_[MW]', 
                    value= global_projection['World_annual_[MWdc]'], start_year=2000)
#for scen in scennames:
#    sim1.scenario[scen].dataIn_m.loc[0:len(global_projection.index-1),'new_Installed_Capacity_[MW]'] = global_projection['World_annual_[MWdc]'].values

2. Calculate Mass flow: Identical Installations¶

Can just calc mass here (exclude energy) because we're going to immediately do Install Compensation.

In [72]:
sim1.scenario.keys()
Out[72]:
dict_keys(['PV_ICE', 'r_PERC', 'r_SHJ', 'r_TOPCon', 'r_IRENA', 'ex_Life', 'ex_High_eff', 'ex_Circular', 'h_EffLife', 'h_50PERC', 'h_RecycledPERC', 'h_Perovskite_life', 'h_Perovskite_Eff'])
In [73]:
for scen in sim1.scenario.keys():
    print(sim1.scenario[scen].material.keys())

dict_keys(['glass', 'silicon', 'silver', 'aluminium_frames', 'copper', 'encapsulant', 'backsheet'])
dict_keys(['glass', 'silicon', 'silver', 'aluminium_frames', 'copper', 'encapsulant', 'backsheet'])
dict_keys(['glass', 'silicon', 'silver', 'aluminium_frames', 'copper', 'encapsulant', 'backsheet'])
dict_keys(['glass', 'silicon', 'silver', 'aluminium_frames', 'copper', 'encapsulant', 'backsheet'])
dict_keys(['glass', 'silicon', 'silver', 'aluminium_frames', 'copper', 'encapsulant', 'backsheet'])
dict_keys(['glass', 'silicon', 'silver', 'aluminium_frames', 'copper', 'encapsulant', 'backsheet'])
dict_keys(['glass', 'silicon', 'silver', 'aluminium_frames', 'copper', 'encapsulant', 'backsheet'])
dict_keys(['glass', 'silicon', 'silver', 'aluminium_frames', 'copper', 'encapsulant', 'backsheet'])
dict_keys(['glass', 'silicon', 'silver', 'aluminium_frames', 'copper', 'encapsulant', 'backsheet'])
dict_keys(['glass', 'silicon', 'silver', 'aluminium_frames', 'copper', 'encapsulant', 'backsheet'])
dict_keys(['glass', 'silicon', 'silver', 'aluminium_frames', 'copper', 'encapsulant', 'backsheet'])
dict_keys(['glass', 'silicon', 'silver', 'aluminium_frames', 'copper', 'encapsulant', 'backsheet'])
dict_keys(['glass', 'silicon', 'silver', 'aluminium_frames', 'copper', 'encapsulant', 'backsheet'])

evolving weibulls¶

idx_temp = pd.RangeIndex(start=2022,stop=2101,step=1) #create the index evolve_weibull = pd.DataFrame(index=idx_temp, columns=['alpha','beta'], dtype=float) evolve_weibull.loc[2022] = [5.3759,30] evolve_weibull.loc[2030] = [5.1 ,35] evolve_weibull.loc[2050] = [4.602 ,40.767]

evolve_weibull.interpolate(inplace=True) evolve_weibull = round(evolve_weibull,3)

evolve_weibull_temp = evolve_weibull.reset_index(drop=True)¶

evolve_weibull_temp.to_dict(orient='dict')¶

dict([(i,[a,b,c ]) for i, a,b,c in zip(df.ID, df.A,df.B,df.C)])¶

dict_weibull = {'alpha':evolve_weibull['alpha'].tolist(), 'beta':evolve_weibull['beta'].tolist()} evolve_weibull.to_csv(os.path.join(altBaselinesfolder,'evolve_weibull.csv'))

In [74]:
IRENAregloss = {'alpha':5.3759,
                   'beta':30} #IRENA values
In [75]:
bifiFactors = {'PV_ICE':0.0,
               'ex_Life':0.35, # ITRPV 2022, Fig. 58, 0.7 but only 50% of market share is bifi 
               'ex_High_eff': 0.92,
               'ex_Circular': 0.0,
               'h_EffLife': 0.92,
               'h_50PERC':0.35,
               'h_RecycledPERC': 0.0,
               'h_Perovskite_life': 0.0,
               'h_Perovskite_Eff': 0.0,
               'r_PERC':0.7,
               'r_SHJ':0.9, # ITRPV 2022, Fig. 58
               'r_TOPCon':0.8, # ITRPV 2022, Fig. 58              
                'r_IRENA':0.0 } 

#MAY NEED TO CHANGE TO BE DYNAMIC
In [76]:
#PV ICE currently set up to read in a csv of bifi factors, so generate files to read in 
idx_temp = pd.RangeIndex(start=2000,stop=2101,step=1) #create the index
df_temp = pd.DataFrame(index=idx_temp, columns=['bifi'], dtype=float)
bifiPathDict={}

for f in bifiFactors.keys(): #loop over module types
    bifi = df_temp.copy() #copy of df
    bifi['bifi'] = bifiFactors[f] #assign column
    bifipath = os.path.join(testfolder,'bifi_'+str(f)+'.csv') #create file path
    bifi.to_csv(path_or_buf=bifipath, index_label='year') #create file
    bifiPathDict[str(f)] = bifipath
    #append bifi path to dict? or list?
In [77]:
#CALCULATE MASS FLOWs
#13 scenarios, 7 mats = 

for scen in sim1.scenario.keys(): #loop over scenarios
    if scen in ['r_IRENA']: #,'ex_Lightweight'
        sim1.calculateMassFlow(scenarios=[scen], bifacialityfactors=bifiPathDict[scen], weibullInputParams=IRENAregloss)
    #elif scen in ['ex_Life','h_50PERC']:
    #    sim1.calculateMassFlow(scenarios=[scen], bifacialityfactors=bifiPathDict[scen], nameplatedeglimit=0.0) 
    else:
        sim1.calculateMassFlow(scenarios=[scen], bifacialityfactors=bifiPathDict[scen]) 

>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************
Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  1342018529.1895103  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  38148506.618231975  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  224478.16770320554  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  201491419.62067214  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************
Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  1299656867.6778126  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  36944500.106751174  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  403021.728457965  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  195131966.06786034  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************
Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  1315289002.573841  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  37388950.79555939  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  384355.3429678141  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  197479362.33779705  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************
Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  1243090273.7292922  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  43535636.81764921  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  258566.00755349806  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  230886617.37270325  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  3255894939.5024743  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  16287278.722774157  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  86820399.18082033  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  4679112.026860701  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  306819144.90885967  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************
Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  14800267.300475877  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  3293873.602233915  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  29222140.67803439  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  1702175643.1257532  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  88933321.91403817  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  347624.1507256558  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  305633062.5437068  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  3774568962.138596  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  9886272.571859524  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  68762899.41947569  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  2720239.9462202634  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  354470718.97914314  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  2486309175.2493834  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  6916769.455043746  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  45100070.03637608  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  1818434.7023395037  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  233641681.0978157  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet
In [78]:
ii_yearly, ii_cumu = sim1.aggregateResults() #have to do this to get auto plots
In [79]:
sim1.saveSimulation(customname='_EnergyAnalysis_identicalinstalls')

:) Saved Input and Output Dataframes
In [80]:
effective_capacity = ii_yearly.filter(like='ActiveCapacity')
#plt.plot(ii_cumu['newInstalledCapacity_sim1_PV_ICE_[MW]']/1e6, label='Capacity Target', color='black', ls='--')
#plt.plot(effective_capacity/1e6, label=sim1.scenario.keys())
#plt.legend()
#plt.ylabel('Effective Capacity [TW]')
#plt.title('Effective Capacity: No Replacements')
#plt.ylim(0,)
In [81]:
scennames_labels_flat[5:8]
Out[81]:
['Long-Lived', 'High Eff', 'Circular']
In [82]:
effective_capacity_tw = ii_yearly.filter(like='ActiveCapacity')/1e6

plt.rcParams['figure.figsize'] = (10,5)

fig_effectiveCap = plt.figure()

#capacity target
plt.plot(ii_cumu['newInstalledCapacity_sim1_PV_ICE_[MW]']/1e6, 
         label='Capacity Target', color='black', ls='dashdot')

#BAU
plt.plot(effective_capacity_tw.iloc[:,0], label=scennames_labels_flat[0]) #, ls='dotted')
plt.plot(effective_capacity_tw.iloc[:,1:5], label=scennames_labels_flat[1:5])

#Extreme
plt.plot(effective_capacity_tw.iloc[:,5:8], label=scennames_labels_flat[5:8])
#create glowlines for extreme scens
n_lines = 10
diff_linewidth = 1.05
alpha_value = 0.05
for n in range(1, n_lines+1):    
    plt.plot(effective_capacity_tw.iloc[:,5],
            linewidth=2+(diff_linewidth*n),
            alpha=alpha_value,
            color=colorpalette[5])

for n in range(1, n_lines+1):    
    plt.plot(effective_capacity_tw.iloc[:,6],
            linewidth=2+(diff_linewidth*n),
            alpha=alpha_value,
            color=colorpalette[6])

for n in range(1, n_lines+1):    
    plt.plot(effective_capacity_tw.iloc[:,7],
            linewidth=2+(diff_linewidth*n),
            alpha=alpha_value,
            color=colorpalette[7])

#Ambitious
plt.plot(effective_capacity_tw.iloc[:,8:], label=scennames_labels_flat[8:],  ls='--') #color=colorpalette[4:7],

#plt.plot(effective_capacity/1e6, label=sim1.scenario.keys())
plt.legend(prop={'size': 11}) #bbox_to_anchor=(1,1.02), 
plt.ylabel('Effective Capacity [TW]')
plt.title('Effective Capacity: No Replacements')
plt.ylim(0,)
plt.xlim(2000,2100)

fig_effectiveCap

fig_effectiveCap.savefig('energyresults-effectivecapacity.png', dpi=300, bbox_inches='tight')
In [83]:
plt.rcParams['figure.figsize'] = (8, 6)

3. Calculate Mass and Energy Flow: Installation Compensation¶

Make the installations always match up to the cumulative capacity deployment schedule.

In [ ]:
In [84]:
#13 scenarios with 7 materials
#currently takes: ~50 mins
UnderInstall_df = pd.DataFrame()


for row in range (0,len(sim1.scenario['PV_ICE'].dataIn_m)): #loop over length of years
    print(row)
    for scen in sim1.scenario.keys(): #loop over scenarios
        print(scen)
        Under_Installment = global_projection.iloc[row,0] - ((sim1.scenario[scen].dataOut_m['Effective_Capacity_[W]'][row])/1e6)  # MWATTS
        sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
        UnderInstall_df.loc[row,scen] = Under_Installment #save the underinstallment as df
        #calculate flows for that scenario with it's bifi factor and modified weibull
        if scen in ['r_IRENA']: #,'ex_Lightweight'
            sim1.calculateFlows(scenarios=[scen], bifacialityfactors=bifiPathDict[scen], weibullInputParams=IRENAregloss)
        #elif scen in ['ex_Life','h_50PERC']:
        #    sim1.calculateMassFlow(scenarios=[scen], bifacialityfactors=bifiPathDict[scen], nameplatedeglimit=0.0) 
        else:
            sim1.calculateFlows(scenarios=[scen], bifacialityfactors=bifiPathDict[scen]) 

0
PV_ICE
>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  1254222924.476181  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  35652809.92358141  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  209792.68009645375  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  188309737.96324486  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  1192345750.163131  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  33894036.79518448  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  369744.7050073073  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  179020152.35583487  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************
Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  1217860187.5683703  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  34619398.884777226  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  355884.5768220496  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  182851261.423886  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  1243090273.7292922  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  43535636.81764921  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  258566.00755349806  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  230886617.37270325  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  3255894939.5024743  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  16287278.722774157  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  86820399.18082033  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  4679112.026860701  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  306819144.90885967  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  14299775.169541892  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  3182486.5722066793  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  28233952.345926948  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  1702175643.1257532  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  88933321.91403817  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  347624.1507256558  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  305633062.5437068  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  3774568962.138596  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  9886272.571859524  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  68762899.41947569  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  2720239.9462202634  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  354470718.97914314  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  2486309175.2493834  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  6916769.455043746  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  45100070.03637608  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  1818434.7023395037  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  233641681.0978157  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
1
PV_ICE
>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  1254222924.476181  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  35652809.92358141  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  209792.68009645375  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  188309737.96324486  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  1192345750.163131  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  33894036.79518448  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  369744.7050073073  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  179020152.35583487  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  1217860187.5683703  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  34619398.884777226  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  355884.5768220496  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  182851261.423886  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  1243090273.7292922  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  43535636.81764921  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  258566.00755349806  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  230886617.37270325  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  3255894939.5024743  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  16287278.722774157  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  86820399.18082033  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  4679112.026860701  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  306819144.90885967  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  14299775.169541892  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  3182486.5722066793  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  28233952.345926948  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  1702175643.1257532  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  88933321.91403817  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  347624.1507256558  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  305633062.5437068  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  3774568962.138596  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  9886272.571859524  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  68762899.41947569  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  2720239.9462202634  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  354470718.97914314  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  2486309175.2493834  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  6916769.455043746  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  45100070.03637608  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  1818434.7023395037  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  233641681.0978157  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
2
PV_ICE

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  1254222924.476181  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  35652809.92358141  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  209792.68009645375  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  188309737.96324486  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  1192345750.163131  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  33894036.79518448  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  369744.7050073073  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  179020152.35583487  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  1217860187.5683703  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  34619398.884777226  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  355884.5768220496  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  182851261.423886  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  1243090273.7292922  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  43535636.81764921  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  258566.00755349806  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  230886617.37270325  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  3255894939.5024743  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  16287278.722774157  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  86820399.18082033  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  4679112.026860701  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  306819144.90885967  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  14299775.169541892  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  3182486.5722066793  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  28233952.345926948  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  1702175643.1257532  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  88933321.91403817  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  347624.1507256558  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  305633062.5437068  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  3774568962.138596  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  9886272.571859524  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  68762899.41947569  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  2720239.9462202634  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  354470718.97914314  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  2486309175.2493834  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  6916769.455043746  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  45100070.03637608  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  1818434.7023395037  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  233641681.0978157  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
3
PV_ICE
>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  1254222924.476181  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  35652809.92358141  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  209792.68009645375  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  188309737.96324486  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  1192345750.163131  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  33894036.79518448  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  369744.7050073073  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  179020152.35583487  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  1217860187.5683703  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  34619398.884777226  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  355884.5768220496  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  182851261.423886  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  1243090273.7292922  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  43535636.81764921  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  258566.00755349806  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  230886617.37270325  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  3255894939.5024743  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  16287278.722774157  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  86820399.18082033  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  4679112.026860701  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  306819144.90885967  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  14299775.169541892  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  3182486.5722066793  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  28233952.345926948  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  1702175643.1257532  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  88933321.91403817  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  347624.1507256558  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  305633062.5437068  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  3774568962.138596  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  9886272.571859524  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  68762899.41947569  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  2720239.9462202634  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  354470718.97914314  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  2486309175.2493834  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  6916769.455043746  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  45100070.03637608  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  1818434.7023395037  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  233641681.0978157  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
4
PV_ICE
>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  1254222924.476181  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  35652809.92358141  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  209792.68009645375  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  188309737.96324486  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  1192345750.163131  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  33894036.79518448  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  369744.7050073073  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  179020152.35583487  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************
Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  1217860187.5683703  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  34619398.884777226  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  355884.5768220496  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  182851261.423886  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  1243090273.7292922  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  43535636.81764921  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  258566.00755349806  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  230886617.37270325  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  3255894939.5024743  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  16287278.722774157  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  86820399.18082033  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  4679112.026860701  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  306819144.90885967  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************
Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  14299775.169541892  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  3182486.5722066793  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  28233952.345926948  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  1702175643.1257532  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  88933321.91403817  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  347624.1507256558  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  305633062.5437068  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  3774568962.138596  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  9886272.571859524  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  68762899.41947569  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  2720239.9462202634  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  354470718.97914314  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  2486309175.2493834  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  6916769.455043746  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  45100070.03637608  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  1818434.7023395037  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  233641681.0978157  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
5
PV_ICE
>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  1254222924.476181  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  35652809.92358141  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  209792.68009645375  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  188309737.96324486  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  1192345750.163131  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  33894036.79518448  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  369744.7050073073  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  179020152.35583487  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  1217860187.5683703  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  34619398.884777226  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  355884.5768220496  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  182851261.423886  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  1243090273.7292922  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  43535636.81764921  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  258566.00755349806  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  230886617.37270325  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  3255894939.5024743  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  16287278.722774157  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  86820399.18082033  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  4679112.026860701  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  306819144.90885967  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  14299775.169541892  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  3182486.5722066793  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  28233952.345926948  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  1702175643.1257532  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  88933321.91403817  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  347624.1507256558  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  305633062.5437068  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  3774568962.138596  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  9886272.571859524  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  68762899.41947569  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  2720239.9462202634  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  354470718.97914314  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  2486309175.2493834  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  6916769.455043746  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  45100070.03637608  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  1818434.7023395037  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  233641681.0978157  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
6
PV_ICE
>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  1254222924.476181  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  35652809.92358141  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  209792.68009645375  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  188309737.96324486  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  1192345750.163131  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  33894036.79518448  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  369744.7050073073  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  179020152.35583487  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  1217860187.5683703  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  34619398.884777226  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  355884.5768220496  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  182851261.423886  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  1243090273.7292922  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  43535636.81764921  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  258566.00755349806  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  230886617.37270325  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  3255894939.5024743  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  16287278.722774157  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  86820399.18082033  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  4679112.026860701  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  306819144.90885967  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  14299775.169541892  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  3182486.5722066793  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  28233952.345926948  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  1702175643.1257532  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  88933321.91403817  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  347624.1507256558  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  305633062.5437068  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  3774568962.138596  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  9886272.571859524  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  68762899.41947569  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  2720239.9462202634  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  354470718.97914314  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  2486309175.2493834  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  6916769.455043746  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  45100070.03637608  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  1818434.7023395037  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  233641681.0978157  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
7
PV_ICE
>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  1254222924.476181  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  35652809.92358141  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  209792.68009645375  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  188309737.96324486  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************
Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  1192345750.163131  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  33894036.79518448  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  369744.7050073073  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  179020152.35583487  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  1217860187.5683703  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  34619398.884777226  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  355884.5768220496  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  182851261.423886  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  1243090273.7292922  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  43535636.81764921  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  258566.00755349806  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  230886617.37270325  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  3255894939.5024743  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  16287278.722774157  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  86820399.18082033  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  4679112.026860701  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  306819144.90885967  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  14299775.169541892  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  3182486.5722066793  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  28233952.345926948  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  1702175643.1257532  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  88933321.91403817  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  347624.1507256558  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  305633062.5437068  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  3774568962.138596  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  9886272.571859524  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  68762899.41947569  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  2720239.9462202634  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  354470718.97914314  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  2486309175.2493834  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  6916769.455043746  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  45100070.03637608  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  1818434.7023395037  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  233641681.0978157  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
8
PV_ICE
>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  1254222924.476181  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  35652809.92358141  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  209792.68009645375  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  188309737.96324486  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  1192345750.163131  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  33894036.79518448  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  369744.7050073073  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  179020152.35583487  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  1217860187.5683703  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  34619398.884777226  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  355884.5768220496  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  182851261.423886  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  1243090273.7292922  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  43535636.81764921  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  258566.00755349806  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  230886617.37270325  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  3255894939.5024743  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  16287278.722774157  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  86820399.18082033  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  4679112.026860701  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  306819144.90885967  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  14299775.169541892  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  3182486.5722066793  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  28233952.345926948  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  1702175643.1257532  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  88933321.91403817  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  347624.1507256558  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  305633062.5437068  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  3774568962.138596  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  9886272.571859524  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  68762899.41947569  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  2720239.9462202634  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  354470718.97914314  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  2486309175.2493834  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  6916769.455043746  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  45100070.03637608  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  1818434.7023395037  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  233641681.0978157  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
9
PV_ICE
>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  1254222924.476181  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  35652809.92358141  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  209792.68009645375  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  188309737.96324486  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************
Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  1192345750.163131  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  33894036.79518448  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  369744.7050073073  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  179020152.35583487  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  1217860187.5683703  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  34619398.884777226  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  355884.5768220496  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  182851261.423886  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  1243090273.7292922  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  43535636.81764921  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  258566.00755349806  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  230886617.37270325  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  3255894939.5024743  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  16287278.722774157  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  86820399.18082033  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  4679112.026860701  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  306819144.90885967  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  14299775.169541892  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  3182486.5722066793  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  28233952.345926948  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  1702175643.1257532  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  88933321.91403817  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  347624.1507256558  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  305633062.5437068  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  3774568962.138596  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  9886272.571859524  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  68762899.41947569  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  2720239.9462202634  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  354470718.97914314  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  2486309175.2493834  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  6916769.455043746  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  45100070.03637608  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  1818434.7023395037  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  233641681.0978157  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
10
PV_ICE
>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  1254222924.476181  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  35652809.92358141  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  209792.68009645375  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  188309737.96324486  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  1192345750.163131  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  33894036.79518448  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  369744.7050073073  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  179020152.35583487  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  1217860187.5683703  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  34619398.884777226  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  355884.5768220496  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  182851261.423886  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  1243090273.7292922  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  43535636.81764921  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  258566.00755349806  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  230886617.37270325  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  3255894939.5024743  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  16287278.722774157  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  86820399.18082033  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  4679112.026860701  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  306819144.90885967  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  14299775.169541892  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  3182486.5722066793  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  28233952.345926948  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  1702175643.1257532  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  88933321.91403817  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  347624.1507256558  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  305633062.5437068  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  3774568962.138596  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  9886272.571859524  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  68762899.41947569  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  2720239.9462202634  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  354470718.97914314  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  2486309175.2493834  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  6916769.455043746  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  45100070.03637608  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  1818434.7023395037  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  233641681.0978157  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
11
PV_ICE
>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  1254222924.476181  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  35652809.92358141  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  209792.68009645375  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  188309737.96324486  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  1192345750.163131  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  33894036.79518448  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  369744.7050073073  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  179020152.35583487  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  1217860187.5683703  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  34619398.884777226  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  355884.5768220496  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  182851261.423886  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  1243090273.7292922  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  43535636.81764921  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  258566.00755349806  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  230886617.37270325  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  3255894939.5024743  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  16287278.722774157  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  86820399.18082033  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  4679112.026860701  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  306819144.90885967  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  14299775.169541892  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  3182486.5722066793  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  28233952.345926948  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  1702175643.1257532  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  88933321.91403817  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  347624.1507256558  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  305633062.5437068  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  3774568962.138596  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  9886272.571859524  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  68762899.41947569  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  2720239.9462202634  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  354470718.97914314  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  2486309175.2493834  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  6916769.455043746  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  45100070.03637608  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  1818434.7023395037  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  233641681.0978157  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
12
PV_ICE
>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  1254222924.476181  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  35652809.92358141  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  209792.68009645375  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  188309737.96324486  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  1192345750.163131  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  33894036.79518448  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  369744.7050073073  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  179020152.35583487  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  1217860187.5683703  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  34619398.884777226  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  355884.5768220496  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  182851261.423886  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  1243090273.7292922  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  43535636.81764921  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  258566.00755349806  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  230886617.37270325  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  3255894939.5024743  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  16287278.722774157  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  86820399.18082033  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  4679112.026860701  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  306819144.90885967  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  14299775.169541892  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  3182486.5722066793  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  28233952.345926948  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  1702175643.1257532  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  88933321.91403817  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  347624.1507256558  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  305633062.5437068  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  3774568962.138596  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  9886272.571859524  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  68762899.41947569  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  2720239.9462202634  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  354470718.97914314  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  2486309175.2493834  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  6916769.455043746  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  45100070.03637608  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  1818434.7023395037  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  233641681.0978157  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
13
PV_ICE
>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  1254222924.476181  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  35652809.92358141  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  209792.68009645375  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  188309737.96324486  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  1192345750.163131  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  33894036.79518448  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  369744.7050073073  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  179020152.35583487  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  1217860187.5683703  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  34619398.884777226  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  355884.5768220496  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  182851261.423886  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  1243090273.7292922  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  43535636.81764921  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  258566.00755349806  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  230886617.37270325  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  3255894939.5024743  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  16287278.722774157  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  86820399.18082033  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  4679112.026860701  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  306819144.90885967  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  14299775.169541892  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  3182486.5722066793  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  28233952.345926948  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  1702175643.1257532  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  88933321.91403817  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  347624.1507256558  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  305633062.5437068  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  3774568962.138596  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  9886272.571859524  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  68762899.41947569  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  2720239.9462202634  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  354470718.97914314  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  2486309175.2493834  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  6916769.455043746  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  45100070.03637608  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  1818434.7023395037  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  233641681.0978157  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
14
PV_ICE
>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  1254222924.476181  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  35652809.92358141  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  209792.68009645375  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  188309737.96324486  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  1192345750.163131  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  33894036.79518448  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  369744.7050073073  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  179020152.35583487  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************
Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  1217860187.5683703  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  34619398.884777226  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  355884.5768220496  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  182851261.423886  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  1243090273.7292922  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  43535636.81764921  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  258566.00755349806  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  230886617.37270325  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  3255894939.5024743  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  16287278.722774157  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  86820399.18082033  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  4679112.026860701  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  306819144.90885967  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  14299775.169541892  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  3182486.5722066793  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  28233952.345926948  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  1702175643.1257532  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  88933321.91403817  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  347624.1507256558  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  305633062.5437068  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  3774568962.138596  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  9886272.571859524  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  68762899.41947569  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  2720239.9462202634  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  354470718.97914314  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  2486309175.2493834  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  6916769.455043746  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  45100070.03637608  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  1818434.7023395037  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  233641681.0978157  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
15
PV_ICE

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  1254222924.476181  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  35652809.92358141  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  209792.68009645375  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  188309737.96324486  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  1192345750.163131  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  33894036.79518448  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  369744.7050073073  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  179020152.35583487  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  1217860187.5683703  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  34619398.884777226  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  355884.5768220496  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  182851261.423886  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  1243090273.7292922  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  43535636.81764921  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  258566.00755349806  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  230886617.37270325  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  3255894939.5024743  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  16287278.722774157  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  86820399.18082033  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  4679112.026860701  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  306819144.90885967  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  14299775.169541892  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  3182486.5722066793  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  28233952.345926948  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  1702175643.1257532  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  88933321.91403817  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  347624.1507256558  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  305633062.5437068  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  3774568962.138596  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  9886272.571859524  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  68762899.41947569  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  2720239.9462202634  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  354470718.97914314  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  2486309175.2493834  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  6916769.455043746  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  45100070.03637608  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  1818434.7023395037  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  233641681.0978157  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
16
PV_ICE
>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  1254222924.476181  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  35652809.92358141  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  209792.68009645375  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  188309737.96324486  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  1192345750.163131  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  33894036.79518448  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  369744.7050073073  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  179020152.35583487  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  1217860187.5683703  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  34619398.884777226  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  355884.5768220496  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  182851261.423886  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************
Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  1243090273.7292922  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  43535636.81764921  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  258566.00755349806  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  230886617.37270325  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  3255894939.5024743  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  16287278.722774157  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  86820399.18082033  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  4679112.026860701  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  306819144.90885967  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  14299775.169541892  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  3182486.5722066793  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  28233952.345926948  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  1702175643.1257532  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  88933321.91403817  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  347624.1507256558  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  305633062.5437068  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  3774568962.138596  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  9886272.571859524  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  68762899.41947569  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  2720239.9462202634  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  354470718.97914314  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  2486309175.2493834  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  6916769.455043746  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  45100070.03637608  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  1818434.7023395037  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  233641681.0978157  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
17
PV_ICE
>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  1254222924.476181  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  35652809.92358141  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  209792.68009645375  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  188309737.96324486  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  1192345750.163131  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  33894036.79518448  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  369744.7050073073  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  179020152.35583487  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  1217860187.5683703  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  34619398.884777226  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  355884.5768220496  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  182851261.423886  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  1243090273.7292922  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  43535636.81764921  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  258566.00755349806  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  230886617.37270325  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  3255894939.5024743  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  16287278.722774157  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  86820399.18082033  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  4679112.026860701  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  306819144.90885967  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  14299775.169541892  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  3182486.5722066793  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  28233952.345926948  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  1702175643.1257532  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  88933321.91403817  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  347624.1507256558  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  305633062.5437068  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  3774568962.138596  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  9886272.571859524  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  68762899.41947569  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  2720239.9462202634  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  354470718.97914314  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  2486309175.2493834  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  6916769.455043746  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  45100070.03637608  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  1818434.7023395037  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  233641681.0978157  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
18
PV_ICE
>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  1254222924.476181  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  35652809.92358141  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  209792.68009645375  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  188309737.96324486  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  1192345750.163131  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  33894036.79518448  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  369744.7050073073  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  179020152.35583487  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  1217860187.5683703  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  34619398.884777226  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  355884.5768220496  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  182851261.423886  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  1243090273.7292922  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  43535636.81764921  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  258566.00755349806  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  230886617.37270325  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  3255894939.5024743  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  16287278.722774157  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  86820399.18082033  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  4679112.026860701  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  306819144.90885967  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  14299775.169541892  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  3182486.5722066793  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  28233952.345926948  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  1702175643.1257532  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  88933321.91403817  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  347624.1507256558  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  305633062.5437068  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  3774568962.138596  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  9886272.571859524  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  68762899.41947569  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  2720239.9462202634  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  354470718.97914314  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  2486309175.2493834  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  6916769.455043746  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  45100070.03637608  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  1818434.7023395037  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  233641681.0978157  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
19
PV_ICE
>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  1254222924.476181  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  35652809.92358141  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  209792.68009645375  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  188309737.96324486  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  1192345750.163131  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  33894036.79518448  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  369744.7050073073  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  179020152.35583487  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  1217860187.5683703  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  34619398.884777226  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  355884.5768220496  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  182851261.423886  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************
Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  1243090273.7292922  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  43535636.81764921  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  258566.00755349806  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  230886617.37270325  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  3255894939.5024743  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  16287278.722774157  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  86820399.18082033  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  4679112.026860701  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  306819144.90885967  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  14299775.169541892  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  3182486.5722066793  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  28233952.345926948  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  1702175643.1257532  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  88933321.91403817  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  347624.1507256558  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  305633062.5437068  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  3774568962.138596  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  9886272.571859524  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  68762899.41947569  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  2720239.9462202634  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  354470718.97914314  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  2486309175.2493834  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  6916769.455043746  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  45100070.03637608  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  1818434.7023395037  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  233641681.0978157  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
20
PV_ICE
>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  1254222924.476181  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  35652809.92358141  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  209792.68009645375  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  188309737.96324486  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  1192345750.163131  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  33894036.79518448  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  369744.7050073073  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  179020152.35583487  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  1217860187.5683703  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  34619398.884777226  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  355884.5768220496  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  182851261.423886  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  1243090273.7292922  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  43535636.81764921  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  258566.00755349806  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  230886617.37270325  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  3255894939.5024743  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  16287278.722774157  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  86820399.18082033  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  4679112.026860701  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  306819144.90885967  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  14299775.169541892  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  3182486.5722066793  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  28233952.345926948  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  1702175643.1257532  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  88933321.91403817  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  347624.1507256558  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  305633062.5437068  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  3774568962.138596  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  9886272.571859524  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  68762899.41947569  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  2720239.9462202634  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  354470718.97914314  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  2486309175.2493834  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  6916769.455043746  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  45100070.03637608  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  1818434.7023395037  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  233641681.0978157  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
21
PV_ICE
>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  1254222924.476181  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  35652809.92358141  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  209792.68009645375  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  188309737.96324486  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  1192345750.163131  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  33894036.79518448  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  369744.7050073073  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  179020152.35583487  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  1217860187.5683703  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  34619398.884777226  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  355884.5768220496  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  182851261.423886  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  1243143948.0481982  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  43538085.16738363  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  258587.2551268905  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  230897294.9713057  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  3256098436.873592  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  16287377.398234112  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  86828923.94059178  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  4679456.496745345  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  306847597.21500313  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  14299775.169541892  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  3182486.5722066793  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  28233952.345926948  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  1702318667.6212807  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  88942020.64849886  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  347680.76855570154  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  305661514.8498501  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  3774772459.509713  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  9886272.571859539  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  68769162.50828737  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  2720416.3352521025  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  354499171.2852865  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  2486512672.6205015  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  6916769.455043746  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  45106333.12518776  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  1818611.091371343  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  233670133.40395916  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
22
PV_ICE
>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  1254222924.476181  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  35652809.92358141  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  209839.50855126072  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  188309737.96324486  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  1192345750.163131  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  33894036.79518448  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  369842.86637260724  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  179020152.35583487  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************
Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  1217860187.5683703  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  34619398.884777226  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  355884.5768220496  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  182851261.423886  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  1243143948.0481982  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  43538085.16738363  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  258587.2551268905  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  230897294.9713057  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  3256098436.873592  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  16287377.398234112  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  86828923.94059178  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  4679456.496745345  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  306847597.21500313  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  14299775.169541892  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  3182486.5722066793  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  28233952.34593067  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  1702318667.6212807  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  88942020.64849886  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  347680.76855570154  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  305661514.8498501  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  3774772459.509713  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  9886272.571859539  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  68769162.50828737  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  2720416.3352521025  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  354499171.2852865  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  2486512672.6205015  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  6916769.455043746  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  45106333.12518776  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  1818611.091371343  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  233670133.40395916  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
23
PV_ICE
>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  1254222924.476181  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  35652809.92358141  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  209895.4035138621  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  188339048.28059617  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  1192345750.163131  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  33894036.79518448  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  369957.91906098067  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  179048051.15610877  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************
Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  1217860187.5683703  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  34619398.884777226  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  355975.517877136  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  182879774.36783782  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  1243143948.0481982  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  43538085.16738363  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  258587.2551268905  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  230897294.9713057  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  3256098436.873592  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  16287377.398234112  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  86828923.94059178  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  4679456.496745345  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  306847597.21500313  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  14299775.169541892  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  3182486.5722066793  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  28233952.353866585  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  1702318667.6212807  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  88942020.64849886  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  347680.76855570154  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  305661514.8498501  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  3774772459.509713  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  9886272.571859539  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  68769162.50828737  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  2720416.3352521025  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  354499171.2852865  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  2486512672.6205015  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  6916769.455043746  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  45106333.12518776  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  1818611.091371343  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  233670133.40395916  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
24
PV_ICE
>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  1254491403.5240219  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  35661361.63610536  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  209965.67281190524  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  188377368.2486788  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  1192601250.539541  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  33902175.10536695  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  370099.6485763841  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  179084518.68066195  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  1218121287.8223708  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  34627715.56471967  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  356090.0427273086  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  182917041.1619513  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  1243143948.0481982  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  43538085.16738363  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  258587.2551268905  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  230897294.9713057  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  3256098436.873592  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  16287377.398234112  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  86828923.94059178  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  4679456.496745345  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  306847597.21500313  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  14299775.169541892  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  3182486.5722066793  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  28233953.948335998  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  1702318667.6212807  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  88942020.64849886  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  347680.76855570154  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  305661514.8498501  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  3774772459.509713  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  9886272.571859539  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  68769162.50828737  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  2720416.3352521025  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  354499171.2852865  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  2486512672.6205015  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  6916769.455043746  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  45106333.12518776  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  1818611.091371343  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  233670133.40395916  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
25
PV_ICE
>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  1254853700.6062305  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  35672717.923166245  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  210054.9818446236  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  188428166.0236198  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  1192945968.0464418  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  33912980.356514454  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  370275.70899121225  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  179132851.61844608  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  1218473528.0180707  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  34638756.61631292  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  356235.9329023253  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  182966428.85803005  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************
Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  1243441784.3135397  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  43549825.012167744  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  258671.0681492372  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  230949527.3443667  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  3256098436.873592  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  16287377.398234112  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  86828923.94059178  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  4679456.496745345  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  306847597.21500313  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  14299775.169541892  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  3182486.5722066793  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  28234012.88713578  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  1702318667.6212807  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  88942020.64849886  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  347680.76855570154  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  305661514.8498501  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  3774772459.509713  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  9886272.571859539  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  68769162.50828737  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  2720416.3352521025  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  354499171.2852865  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  2486512672.6205015  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  6916769.455043746  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  45106333.12518776  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  1818611.091371343  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  233670133.40395916  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
26
PV_ICE
>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  1255331468.6944258  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  35687451.34990921  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  210166.42048295386  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  188494506.2924924  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  1193400468.359448  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  33926996.25090296  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  370489.77622384066  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  179195961.051061  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  1218937904.4606767  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  34653077.07108448  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  356417.8106532261  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  183030909.63609326  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  1243871630.4467719  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  43566559.35550905  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  258785.73669461018  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  231024604.954838  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  3256098436.873592  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  16287377.398234112  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  86828923.94059178  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  4679456.496745345  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  306847597.21500313  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  14299775.169541892  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  3182486.572218466  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  28234681.758699153  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  1702318667.6212807  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  88942020.64849886  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  347680.76855570154  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  305661514.8498501  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  3774772459.509713  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  9886272.571859539  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  68769162.50828737  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  2720416.3352521025  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  354499171.2852865  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  2486512672.6205015  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  6916769.455043746  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  45106333.12518776  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  1818611.091371343  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  233670133.40395916  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
27
PV_ICE
>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  1255930962.8476138  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  35705654.77369936  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  210298.29011248017  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  188576915.52454785  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  1193970661.201573  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  33944309.95094842  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  370735.6954332952  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  179274342.38971654  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  1219520435.0428603  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  34670765.40215796  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  356632.8321507499  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  183110986.9774172  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  1244456295.6534898  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  43588732.153253056  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  258931.40478614214  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  231124824.50189307  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  3256098436.873592  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  16287377.398234112  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  86828923.94059178  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  4679456.496745345  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  306847597.21500313  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************
Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  14299775.169541892  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  3182486.5899898284  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  28238029.42184431  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  1702318667.6212807  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  88942020.64849886  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  347680.76855570154  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  305661514.8498501  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  3774772459.509713  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  9886272.571859539  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  68769162.50828737  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  2720416.3352521025  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  354499171.2852865  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  2486512672.6205015  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  6916769.455043746  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  45106333.12518776  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  1818611.091371343  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  233670133.40395916  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
28
PV_ICE
>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  1256713095.208864  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  35729033.68653953  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  210460.31835278383  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  188683465.23800036  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  1194714429.914024  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  33966542.126425534  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  371027.68795322615  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  179375665.83203  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************
Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  1220280230.0734797  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  34693476.62429542  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  356896.51464991557  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  183214493.68140495  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  1245299599.6708705  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  43619888.09013142  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  259126.7418123186  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  231266723.80199274  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  3256098436.873592  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  16287377.398234112  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  86828923.94059178  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  4679456.496745345  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  306847597.21500313  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  14299775.169541892  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  3182489.086708739  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  28247962.942259222  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  1702318667.6212807  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  88942020.64849886  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  347680.76855570154  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  305661514.8498501  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  3774772459.509713  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  9886272.571859539  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  68769162.50828737  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  2720416.3352521025  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  354499171.2852865  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  2486512672.6205015  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  6916769.455043746  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  45106333.12518776  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  1818611.091371343  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  233670133.40395916  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
29
PV_ICE

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  1257716989.4185703  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  35758566.103624605  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  210655.69052462862  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  188819079.8808918  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  1195668911.536668  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  33994620.93105198  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  371365.9525758929  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  179504605.39871916  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************
Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  1221255193.3043718  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  34722157.95396036  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  357213.60493262374  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  183346200.07946098  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  1246471479.2677271  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  43662067.63708122  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  259378.18050672876  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  231460334.37943545  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  3256098436.873592  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  16287377.398234112  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  86828923.94059178  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  4679456.496745345  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  306847597.21500313  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  14299775.169541892  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  3182555.990747976  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  28268714.20980531  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  1702318667.6212807  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  88942020.64849886  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  347680.76855570154  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  305661514.8498501  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  3774772459.509713  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  9886272.571859539  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  68769162.50828737  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  2720416.3352521025  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  354499171.2852865  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  2486512672.6205015  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  6916769.455043746  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  45106333.12518776  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  1818611.091371343  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  233670133.40395916  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
30
PV_ICE
>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************
Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  1258972996.0517077  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  35795260.307267554  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  210884.3795385447  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  188987318.64540043  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  1196862884.761219  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  34029502.83015188  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  371743.5319788785  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  179664534.95231798  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  1222474682.4432817  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  34757785.299885884  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  357583.63619896193  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  183509547.42226073  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  1247969814.552446  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  43715865.45925957  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  259678.9907497012  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  231706951.32509145  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  3256098436.873592  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  16287377.398234112  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  86828923.94059178  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  4679456.496745345  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  306847597.21500313  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  14299775.16956362  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  3183139.3423637203  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  28303106.694112252  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  1702318667.6212807  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  88942020.64849886  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  347680.76855570154  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  305661514.8498501  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  3774772459.509713  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  9886272.571859539  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  68769162.50828737  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  2720416.3352521025  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  354499171.2852865  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  2486512672.6205015  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  6916769.455043746  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  45106333.12518776  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  1818611.091371343  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  233670133.40395916  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
31
PV_ICE
>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  1260333491.5533545  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  35834731.13095025  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  211128.37346776592  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  189168035.38080359  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  1198156186.5558133  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  34067024.22367441  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  372148.55492492596  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  179836326.2430111  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  1223795622.6870816  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  34796108.54270093  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  357980.6274395345  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  183685009.97118735  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  1249680054.3481793  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  43777121.73537294  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  260023.9001029105  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  231987385.63178176  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  3256098436.873592  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  16287377.398234112  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  86828923.94059178  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  4679456.496745345  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  306847597.21500313  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************
Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  14299775.18692026  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  3184904.9720374155  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  28348410.869846255  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  1704518966.8915963  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  89047099.19944882  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  348124.50972000184  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  306022306.01020175  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  3780158527.662955  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  9886272.571859539  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  68874594.83195819  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  2723385.6537554935  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  355001957.1912676  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  2486512672.6205015  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  6916769.455043746  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  45106333.12518776  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  1818611.091371343  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  233670133.40395916  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
32
PV_ICE

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  1262209612.7757452  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  35889161.33662656  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  211459.725797794  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  189417233.37713498  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  1199939647.2342443  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  34118766.152918674  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  372701.6334166031  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  180073216.49418288  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  1225617197.001416  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  34848956.228341185  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  358522.8197112277  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  183926962.71063903  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  1252062627.4821758  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  43862459.21735676  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  260504.4010014809  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  232378064.9076578  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  3256098436.873592  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  16287377.398234112  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  86828923.94059178  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  4679456.496745345  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  306847597.21500313  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  14299777.603009408  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  3189125.694668639  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  28408841.26396073  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  1707521595.6679163  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  89190494.18444611  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  348730.059159181  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  306514658.0892709  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  3787499302.232444  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  9886272.571859524  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  69018290.54808813  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  2727432.5943322238  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  355687213.6506204  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  2486512672.6205015  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  6916769.455043746  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  45106333.12518776  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  1818611.091371343  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  233670133.40395916  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
33
PV_ICE
>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  1264093904.4483335  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  35943828.584173836  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  211787.39327524338  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  189667510.5511435  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  1201730875.3274472  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  34170733.431132175  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  373251.664844908  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  180311132.6892673  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************
Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  1227446704.4703631  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  34902034.071410544  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  359062.1016413228  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  184169963.28524047  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  1254603670.5621047  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  43953472.67459732  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  261016.86102455  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  232794729.0831541  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  3256098436.873592  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  16287377.398234112  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  86828923.94059178  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  4679456.496745345  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  306847597.21500313  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  14299867.374547908  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  3196677.6744977934  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  28480963.77234073  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  1710597364.4588354  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  89337382.07918267  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  349350.35897149047  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  307019003.2054196  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  3795511846.798283  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  9886272.571859524  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  69175136.1668321  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  2731849.8791050306  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  356435179.3955999  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  2486512672.6205015  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  6916769.455043746  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  45106333.12518776  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  1818611.091371343  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  233670133.40395916  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
34
PV_ICE
>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  1266705469.890824  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  36019595.56685887  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  212234.42534628932  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  190014379.01287147  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  1204213457.0433297  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  34242758.32578772  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  374006.432845696  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  180640869.5156518  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  1229982340.4713593  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  34975598.1819847  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  359802.22459456295  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  184506746.78867388  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************
Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  1258120144.7678816  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  44079423.50057624  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  261726.0392619631  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  233371338.28635  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  3256098436.873592  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  16287377.398234112  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  86828923.94059178  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  4679456.496745345  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  306847597.21500313  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  14301196.65939942  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  3209095.282306049  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  28570819.322856873  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  1714768203.1655698  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  89536566.65987243  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  350191.5049232273  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  307702910.961489  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  3806189644.801217  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  9886272.571859524  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  69384154.14118865  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  2737736.507770592  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  357431944.7892121  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  2486512672.6205015  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  6916769.455043746  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  45106333.12518776  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  1818611.091371343  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  233670133.40395916  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
35
PV_ICE
>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  1269577035.6285977  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  36102905.702608466  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  212718.16427003112  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  190395778.9372184  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  1206943197.5377755  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  34321953.8142148  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  374828.05573269987  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  181003432.28214988  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  1232770417.3126755  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  35056486.13000376  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  360608.0148755305  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  184877057.75957152  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  1262125584.9047778  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  44222887.79581332  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  262533.8287721721  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  234028125.03086537  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  3256098436.873592  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  16287377.398234112  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  86828923.94059178  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  4679456.496745345  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  306847597.21500313  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  14310233.552261159  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  3227964.9412374105  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  28675383.903728466  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  1719370907.7585137  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  89756375.63567965  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  351119.74660496484  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  308457633.354596  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  3818364807.897726  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  9886272.571859524  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  69622483.04825298  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  2744448.628010381  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  358568488.2256819  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  2486512672.6205015  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  6916769.455043746  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  45106333.12518776  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  1818611.091371343  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  233670133.40395916  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
36
PV_ICE
>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  1272372396.669489  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  36184004.980511926  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  213181.47609775566  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  190767056.44296068  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  1209600498.0703864  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  34399047.66764367  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  375619.81004908297  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  181356372.70713377  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  1235484505.5807269  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  35135227.51456389  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  361384.61878782185  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  185237540.6838829  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************
Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  1266249905.9690788  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  44370610.09214001  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  263365.593366976  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  234704405.11809126  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  3274040280.4846115  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  16296077.361585088  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  87306962.11572132  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  4698773.141373027  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  308522456.4700811  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  14345551.528380498  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  3251791.8246595943  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  28792894.009673312  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  1723942767.7743323  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  89974711.58301626  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  352041.76776536205  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  309207298.0489975  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  3831234012.092631  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  9886272.571859539  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  69874397.81491749  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  2751543.370418501  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  359769819.9404499  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  2501675912.1324687  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  6916769.455043746  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  45403153.65003792  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  1826970.5265610004  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  235085611.80094978  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
37
PV_ICE
>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  1276107082.3061814  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  36292356.03209404  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  213790.33555585606  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  191263093.5948977  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  1213150729.0148926  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  34502047.302316345  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  376666.8439989929  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  181827910.774255  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  1239110607.4829962  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  35240428.32461192  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  362411.7611599172  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  185719155.85453162  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  1271543992.7071528  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  44560230.307857506  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  264433.268225916  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  235572495.9832755  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  3306093840.602616  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  16311620.067470878  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  88160989.478651  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  4733282.818487329  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  311514635.14389724  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  14444658.403341837  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  3281448.862386308  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  28930745.554790914  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  1729910332.1518488  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  90259701.45959805  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  353245.2649444238  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  310185821.5186385  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  3857547011.075884  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  9886272.571859524  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  70389474.96333463  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  2766049.624802537  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  362226121.0225133  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  2528368911.4545693  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  6916769.455043746  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  45925669.307879865  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  1841686.2736594062  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  237577385.66375124  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
38
PV_ICE
>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  1279658890.3724887  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  36395401.422373  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  214359.7389385502  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  191734840.82250425  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  1216527116.2333884  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  34600003.36643005  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  377652.3636304423  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  182276358.79844895  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  1242559149.6826763  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  35340477.75583833  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  363378.6950786847  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  186177187.4236965  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  1277015000.6698897  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  44756187.37494246  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  265536.62333584763  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  236469597.27208617  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  3347574205.1169786  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  16331733.811570153  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  89266182.35548419  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  4777941.632694063  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  315386799.78411394  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************
Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  14670966.952625236  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  3315242.2433300987  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  29082011.506134387  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  1735736537.7414117  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  90537940.5378668  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  354420.25385917956  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  311141165.86813885  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  3892109281.415215  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  9886272.571859648  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  71066031.65915394  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  2785103.670521529  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  365452486.13912714  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  2562413875.4412813  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  6916769.455043746  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  46592099.72804602  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  1860455.130390614  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  240755460.57389703  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
39
PV_ICE
>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  1283647469.0980945  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  36511118.444173016  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  214988.33544779633  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  192264599.28122365  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  1220318702.272951  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  34710005.21786149  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  378747.57041680964  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  182779952.91419894  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  1246431763.7475793  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  35452830.39997561  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  364453.4033545341  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  186691543.58898106  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  1283284436.5341125  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  44980742.02238548  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  266800.9998719983  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  237497619.7191777  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  3401058521.2259035  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  16357668.247299703  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  90691205.63765453  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  4835524.206136863  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  320379525.38013524  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  15087735.093197709  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  3354072.7983816443  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  29251697.488998335  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  1742305166.2934682  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  90851635.1244581  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  355744.96951075905  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  312218248.04018176  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  3937580208.602512  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  9886272.571859648  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  71956125.39291738  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  2810171.6164928526  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  369697167.1701136  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  2605686813.5380454  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  6916769.455043746  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  47439167.80921381  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  1884311.3334928954  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  244794960.7744934  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
40
PV_ICE
>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  1288598829.3369887  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  36654767.773951985  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  215755.22499088795  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  192922233.1854693  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  1225025516.9267597  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  34846559.768084325  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  380092.8628045728  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  183405106.55845004  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  1251239166.2729626  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  35592303.21500617  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  365773.71202630416  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  187330057.1972646  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  1290904704.8799224  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  45253679.92443491  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  268337.80297586235  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  238747143.1343638  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  3468202849.9106903  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  16390226.395249715  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  92480183.0164931  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  4907813.496138921  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  326647404.1311597  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  15664976.690528294  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  3398383.7265399555  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  29442434.4354436  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  1750367011.8002477  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  91236640.49861962  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  357370.8268474635  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  313540178.4858298  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  3995610828.924886  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  9886272.571859663  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  73092075.21207525  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  2842163.672624265  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  375114287.26278627  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  2659250040.2607136  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  6916769.455043997  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  48487668.365835786  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  1913840.5328426573  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  249795052.62420735  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
41
PV_ICE
>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  1293484357.2158902  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  36796507.16909997  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  216498.65640255885  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  193571123.26216942  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  1229669752.527659  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  34981298.768927805  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  381406.1790457257  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  184021948.47809097  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  1255982651.4305813  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  35729921.65334072  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  367062.83280837914  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  187960081.32649857  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  1298995245.6322331  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  45543461.743023425  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  269969.4473715517  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  240073778.84491444  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  3546416892.7319884  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  16428152.22499327  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  94564099.2020535  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  4992020.7215962615  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  333948633.3881052  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  16374913.477534853  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  3446355.136339154  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  29647027.38848872  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  1758645162.2141838  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  91631975.83403412  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  359040.30706430983  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  314897577.24230963  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  4063572233.015454  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  9886272.571859648  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  74422420.1964564  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  2879630.5313680605  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  381458439.4634705  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  2720781183.0074096  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  6916769.455043997  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  49692140.937167905  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  1947762.4134230309  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  255538944.1739883  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
42
PV_ICE
>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  1298879784.7498362  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  36953039.821083985  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  217305.03355902687  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  194287737.60398385  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  1234798704.1628475  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  35130100.397029124  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  382841.00495166134  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  184703169.80432025  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************
Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  1261221211.2832847  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  35881903.245376095  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  368471.44194288563  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  188655860.68731502  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  1308174259.8777337  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  45872229.809626535  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  271820.6075857001  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  241578895.5557171  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  3637396248.173366  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  16472267.928774636  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  96988131.31338824  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  5089971.406911422  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  342441496.1499025  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  17193649.996720202  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  3497322.346826766  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  29863183.23508435  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  1772935479.2379212  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  92314431.0917023  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  361922.2795304576  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  317240813.0604302  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  4143163961.673174  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  9886272.571859663  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  75980428.86968683  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  2923509.1429814887  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  388888274.78363585  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  2791378627.4723973  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  6916769.455043997  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  51074086.43124513  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  1986682.511011333  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  262129169.00319245  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
43
PV_ICE
>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  1304805397.443998  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  37124954.2548914  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  218174.5649693367  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  195074770.51223975  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************
Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  1240431655.466316  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  35293524.11099455  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  384399.7355501922  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  185451331.7708964  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  1266974541.5587142  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  36048819.40541842  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  370001.9330273728  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  189420011.2473558  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  1319014738.9173923  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  46260507.16050516  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  274006.84054751985  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  243356448.7568895  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  3742710667.060814  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  16523334.675565775  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  99794103.41476488  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  5203355.585701751  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  352272527.619738  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  18067606.98946447  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  3549101.30966908  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  30082096.45083588  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  1792739629.7488072  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  93260207.63517267  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  365916.2438626005  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  320488172.42603964  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  4235935850.878168  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  9886272.571859663  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  77796439.28246395  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  2974653.926035221  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  397548469.3887555  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  2872000086.4203033  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  6916769.455044248  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  52652252.08247132  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  2031128.8089438258  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  269655128.96607256  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
44
PV_ICE
>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  1311644441.2152958  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  37323369.2371742  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  219159.569938655  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  195983124.26060775  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  1246932922.8471634  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  35482139.49281156  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  386179.01984785916  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  186314822.45643926  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  1273614744.9480882  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  36241465.611805655  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  371749.26365731994  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  190301955.2501091  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  1331369490.026679  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  46703021.74071229  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  276498.4614446579  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  245382302.71626338  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  3861814165.7808  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  16581087.719026731  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  102967468.4498205  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  5331585.438138694  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  363390760.5877714  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  18918253.735925335  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  3598012.695033126  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  30288515.69650235  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  1818095957.8112957  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  94471136.64204217  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  371029.93302690063  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  324645942.7563509  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  4341284086.102683  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  9886272.571859663  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  79858631.76097088  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  3032731.999919702  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  407382657.5913291  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  2961966967.5434446  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  6916769.455044248  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  54413354.44143796  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  2080727.2019106462  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  278053477.91874355  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
45
PV_ICE
>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************
Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  1319140240.2440763  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  37540838.06486801  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  220218.81806688564  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  196978707.46932796  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  1254058508.993216  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  35688867.669469394  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  388107.55161892704  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  187261234.42560506  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  1280892609.0349247  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  36452611.69042949  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  373643.47331169737  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  191268592.59622553  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  1344456641.76785  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  47171768.978728116  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  279137.78784418426  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  247528251.09978426  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  3992358594.7349954  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  16644388.44620942  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  106445662.88421312  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  5472132.886712118  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  375576996.8393524  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  19669049.006139774  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  3640393.634644627  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  30467185.83069747  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  1847792215.3702958  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  95889325.41074082  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  377018.86920588865  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  329515347.28116286  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  4370182753.143634  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  9886272.571859663  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  80424323.38061425  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  3048663.723085168  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  410080329.0794045  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  3059283888.9776516  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  6916769.455044498  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  56318333.89349404  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  2134377.643621613  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  287137948.28162473  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
46
PV_ICE
>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  1327248331.6036768  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  37776070.77535514  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  221342.58140413422  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  198055614.6250201  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  1261766147.1857624  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  35912482.39494235  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  390170.23151035834  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  188284953.86275852  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  1288764963.7280314  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  36681005.186536655  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  375669.78472729743  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  192314189.48520422  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  1359969770.4986653  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  47727408.31029311  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  282266.368532195  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  250071995.84895813  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  4138489050.5711813  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  16715246.806018967  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  110339127.67820306  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  5629460.647775386  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  389218178.4097724  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  20290916.859927017  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  3675083.8254681816  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  30613337.562296685  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  1883994707.5830207  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  97618229.05299217  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  384319.9378658557  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  335451603.02112836  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  4403904112.235654  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  9886272.571859663  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  81084419.23258929  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  3067254.1776918117  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  413228195.68628913  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  3166810811.5850887  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  6916769.455044498  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  58423174.19352831  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  2193656.819418497  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  297175515.51292694  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
47
PV_ICE
>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  1335028360.7982976  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  38001785.71540112  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  222399.75738455128  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  199088948.9498878  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  1269161928.025753  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  36127049.48551905  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  392127.01620146964  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  189267252.77321053  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************
Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  1296318795.4606504  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  36900157.6645022  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  377592.3988309391  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  193317480.5292773  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************
Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  1376449770.280634  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  48317678.41131117  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  285589.9410977905  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  252774281.99891436  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  4296845175.191915  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  16792033.367671795  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  114558330.25712797  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  5799950.874433984  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  404000618.0892945  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  20767974.314707905  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  3701483.5435569403  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  30724513.33329201  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  1924529996.5313857  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  99554051.82151152  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  392494.81505454774  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  342098323.370572  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  4438298133.560242  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  9886272.571859663  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  81757682.45270884  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  3086215.4683809024  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  416438854.86846226  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  3281845932.3502455  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  6916769.455044498  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  60674987.52766227  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  2257075.235767572  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  307913968.0850027  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
48
PV_ICE

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  1343951841.1354592  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  38260674.56773299  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  223588.08673007492  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  200274155.11030143  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  1277644684.9132786  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  36373152.02760414  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  394345.659162704  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  190393922.5635296  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  1304982832.937057  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  37151519.53611258  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  379772.68267026264  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  194468227.79414523  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  1397894922.5776854  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  49085787.17224558  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  289914.8513394445  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  256290722.46024418  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  4470702282.928724  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  16876336.32440295  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  119190537.30996181  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  5987129.8533035945  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  420230064.3082578  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  21144246.24275099  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  3722180.1541840313  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  30811644.4710666  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  1971490568.8862267  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  101796723.51685832  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  401965.4990356228  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  349798621.0615555  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  4477785153.226956  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  9886272.571859648  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  82530641.15279362  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  3107984.5093220645  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  420124942.08324754  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  3406549235.3466096  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  6916769.455044498  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  63116055.60000362  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  2325823.683519223  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  319554939.0849938  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
49
PV_ICE
>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  1353382158.8431604  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  38534267.83361432  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  224818.3126734501  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  201526678.81400466  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  1286609247.7834666  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  36633232.770255074  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  396663.12033493794  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  191584585.25764847  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  1314138972.3625863  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  37417158.315837845  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  382050.48666902486  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  195684335.46096545  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  1423054472.1212277  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  49986935.84015298  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  294988.8555707521  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  260416226.29338384  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  4660102072.717631  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  16968175.895941418  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  124236859.8531482  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  6191042.478518066  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  437910409.63480836  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  21405843.480772335  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  3736506.737153027  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  30871945.40578053  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  2024063607.0653636  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  104307426.83137153  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  412568.0663714157  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  358419215.40695345  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  4521140756.342795  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  9886272.571859648  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  83379327.40231724  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  3131886.2853290564  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  424172159.00879586  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  3540709508.8642654  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  6916769.455044498  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  65742243.93977907  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  2399785.7224761597  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  332078712.0392309  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
50
PV_ICE
>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  1364437346.2468624  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  38855001.97221484  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  226230.500932306  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  202995015.79916373  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  1297118361.8372195  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  36938124.177374646  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  399347.9861695445  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  192980393.42289153  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  1324872705.252371  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  37728566.38579247  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  384689.9036403262  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  197109977.23575905  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  1452231861.1615846  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  51031992.91564748  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  300873.14992956247  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  265200550.03966853  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  4867549781.039538  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  17068766.86634404  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  129764046.80622704  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  6414385.951315947  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  457275516.2403673  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  21605533.640196968  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  3747404.797515091  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  30917808.206563104  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  2083814450.5463414  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  107160916.87053356  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  424618.20391946624  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  368216780.87558335  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  4647112131.48841  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  9886272.571859648  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  85845217.99629667  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  3201333.8163431715  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  435931503.7066815  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  3685846916.5180535  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  6916769.455044498  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  68583309.76091762  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  2479799.4129490363  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  345627193.217479  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
51
PV_ICE
>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  1376182566.028801  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  39195755.39518914  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  227730.83384101628  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  204555002.07301608  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  1308283592.6971695  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  37262050.90709638  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  402200.4765619835  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  194463346.2504496  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  1336276492.437711  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  38059414.1341037  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  387494.0864668563  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  198624614.83380732  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  1470669533.0340598  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  51652015.90944659  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  303126.3002972252  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  267484761.96884263  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  4916237425.03472  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  16798205.36732902  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  130987050.05564316  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  6440388.083052281  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  461540956.3777275  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  21756537.131809186  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  3755627.1003990467  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  30952407.021726724  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  2097042344.2037723  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  107595931.64514942  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  426547.4858184759  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  369738078.11679345  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  4681525047.831791  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  9688547.120422443  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  86567854.37938759  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  3206012.5731869843  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  438879733.51238036  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  3692236416.435049  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  6778434.065943808  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  68726290.25337532  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  2472860.8212001137  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  345970872.34893626  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
52
PV_ICE
>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  1389516234.6880293  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  39582593.04665855  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  229310.62303756428  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  206325964.25803018  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  1320958724.9801354  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  37629783.03916891  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  404936.46574707516  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  196146842.4086991  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  1349222497.0093598  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  38435004.83853769  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  390677.49940695975  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  200344087.93077382  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************
Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  1488497235.6781147  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  52263405.67546178  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  305568.98296054755  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  269704372.7590087  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  4959438506.191134  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  16524983.445190419  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  132138089.29371518  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  6463482.28126901  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  465520413.2972953  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  21841592.86954622  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  3760248.960818794  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  30971853.819281895  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  2149006935.568334  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  109165508.11064784  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  436582.79901672615  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  375090127.42016  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  4712968334.895436  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  9490821.668985317  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  87286888.23684992  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  3210589.8711457527  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  441776934.1862302  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  3695262243.6167703  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  6640098.676842868  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  68857954.81666718  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  2465603.535935913  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  346226738.6521348  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
53
PV_ICE
>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  1405781310.573927  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  40054476.960791826  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  230327.5862282512  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  208188495.27072704  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  1336420485.2577968  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  38078361.08518583  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  406509.21641268657  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  197915860.803418  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  1365014680.8524315  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  38893169.16416752  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  393106.6163419359  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  202150153.68702146  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  1505312751.3262606  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  52849720.28142633  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  307983.0148932919  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  271792713.4684076  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  4998908550.901682  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  16249952.351093583  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  133189719.69217224  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  6482559.550864566  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  469151580.4280392  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  21901874.087352782  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  3763518.4191764905  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  30985609.324204188  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  2164649701.8003254  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  109912551.58363473  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  439737.5241008585  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  377655129.3069903  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  4742548475.301994  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  9293096.217548126  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  87969450.98481126  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  3214140.0235716323  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  444500211.349774  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  3695791113.3515525  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  6501763.287742179  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  68940741.41959023  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  2456969.687706221  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  346249515.626265  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
54
PV_ICE
>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************
Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  1423023416.7440455  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  40538603.496327735  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  230851.34540374775  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  209930970.8417576  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  1352797852.7908416  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  38538157.86134577  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  407138.28931138356  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  199570419.52052736  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  1381735498.1413603  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  39362583.73514566  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  394823.1952395567  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  203839148.21086368  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  1521109287.9942043  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  53415101.69306123  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  310454.6115581472  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  273762850.44847345  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  5034159723.542936  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  15972875.534540407  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  134128943.4757444  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  6497094.675613752  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  472388918.6366033  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  21944340.84507772  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  3765817.66136524  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  30995282.296935573  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  2180736714.7090635  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  110680810.71473081  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  442981.8417873403  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  380292975.95459837  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  4769954827.226363  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  9095370.766111048  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  88609461.80726312  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  3216491.774830109  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  447020566.7937382  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  3693607415.6161895  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  6363427.898641238  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  68970429.49435608  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  2446840.411540671  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  346019076.218016  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
55
PV_ICE
>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  1439526815.8888843  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  40998210.05608179  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  230964.04797321075  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  211569151.614108  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  1368471758.6218448  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  38974613.45768779  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  407075.06104769395  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  201125683.28510016  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  1397737207.2537909  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  39808142.375474684  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  395973.7232703312  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  205426651.00692973  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  1535894000.90064  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  53963649.30320435  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  313058.5768306805  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  275628375.583626  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  5064885419.198607  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  15693604.323432444  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  134947591.5366271  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  6506757.55687466  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  475203806.5564863  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  21974097.374468718  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  3767426.1302353614  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  31002048.838789515  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  2197448683.9716296  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  111478915.56224978  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  446352.1963560893  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  383033298.99308157  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  4795429310.99397  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  8897645.314673843  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  89211656.29635303  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  3217778.4946591808  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  449360583.6207746  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  3688778143.895006  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  6225092.509540298  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  68948330.43891266  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  2435252.6406876007  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  345541674.2249175  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
56
PV_ICE
>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  1455401431.8165672  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  41440981.21714446  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  230802.95101693412  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  213120962.82249975  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  1383548256.9447064  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  39395082.269443266  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  406683.02149962465  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  202598903.36878765  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  1413128903.2283678  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  40237381.153365955  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  396786.2910650951  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  206930386.96581638  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  1550037244.9138055  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  54491249.02885106  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  315860.81867793266  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  277402994.5377905  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  5091553363.319306  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  15412365.516886322  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  135658125.8394724  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  6512051.759749573  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  477639906.0496893  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  21994813.644576993  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  3768544.239645692  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  31006752.337673876  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  2215028099.5092063  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  112318446.59157722  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  449897.4915000745  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  385915860.386286  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  4819120623.867293  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  8699919.863236574  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  89778945.20208655  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  3218082.15928352  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  451534142.6221592  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  3682283017.525324  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  6086757.120439609  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  68893622.26648591  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  2422746.4906215267  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  344908765.8002535  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
57
PV_ICE
>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  1477858839.214556  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  42177659.863596626  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  230454.21428664264  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  214598933.6270923  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  1404868891.926693  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  40094548.0740441  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  406223.8063256477  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  204002158.6815881  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  1434891461.1605916  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  40951383.43633512  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  397413.9023388445  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  208362776.7592083  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  1563475225.552712  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  54995902.816070706  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  318496.8066963056  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  279078340.328598  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  5113834681.808342  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  15128999.6445237  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  136251783.94177786  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  6512623.210031247  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  479666516.936424  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  22009155.83200528  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  3769317.2310667993  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  31010003.93904363  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  2233791939.060863  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  113214541.54418036  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  453681.6531010567  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  388992636.1393973  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  4839061889.925605  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  8502194.411799492  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  90272826.91386479  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  3216318.4376291456  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  453357637.22931194  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  3674143233.854968  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  5948421.731338668  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  68806719.91531532  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  2409333.6473581768  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  344204105.4819007  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
58
PV_ICE
>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  1510748590.3051589  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  43131860.421182595  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  230528.6361700248  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  216649974.06759223  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  1436134251.4732907  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  41001621.63110164  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  408261.84597409365  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  205949851.85453087  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  1466824973.106086  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  41877841.493744254  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  400761.7944701863  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  210351076.56989524  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  1576035920.0788007  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  55469134.52991138  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  320955.869708895  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  280609834.29030484  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  5131442141.867372  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  14843367.427746993  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  136720912.88180026  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  6508162.665592093  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  481256826.22460884  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  22019038.20780046  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  3769849.154668126  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  31012241.426248144  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  2245027992.68775  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  113599124.33404587  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  455873.57168342156  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  390306923.86306155  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  4856145536.423647  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  8304468.960362286  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  90710770.70175603  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  3212979.3213836513  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  454914374.937242  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  3664455883.3715873  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  5810086.342237728  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  68689523.93240985  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  2395067.6365071917  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  343456486.5699097  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
59
PV_ICE
>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  1547088329.7304668  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  44186152.36540067  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  235170.6699476807  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  221476575.50642014  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  1470679207.8538818  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  42003843.160517916  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  417087.3828052504  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  210538072.32081994  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  1502108168.127234  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  42901480.872158855  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  409437.9060053618  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  215037349.0239272  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  1587837395.5542724  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  55915173.02095889  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  323261.818665581  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  282016836.31315184  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  5144495953.509075  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  14555527.15614575  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  137068715.50626698  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  6498799.547585573  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  482422055.43955904  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  22025820.496613853  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  3770213.7688441174  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  31013775.110324528  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  2255546183.9659443  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  113949424.5440825  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  457920.7167439691  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  391503501.0583211  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  4870049164.561124  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  8106743.508925079  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  91086465.60687578  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  3207887.073337663  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  456174260.0308046  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  3653740222.200102  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  5671750.953136536  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  68552198.7602298  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  2380234.7219582736  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  342667111.96721375  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
60
PV_ICE
>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  1556864465.6610537  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  44469778.542148106  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  236419.47233103338  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  222775030.37965158  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  1479972510.3522296  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  42273461.3282356  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  419461.633407238  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  211772397.82560745  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  1511600071.949777  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  43176860.88020673  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  411771.9581283676  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  216298052.52295098  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  1598769876.7463834  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  56330086.43007619  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  325392.5148553947  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  283281346.14865726  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  5153461810.482277  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  14265704.643668514  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  137307599.6476553  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  6485035.233732222  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  483205676.78525615  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  22030459.117047265  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  3770462.8583276835  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  31014822.843789153  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  2265574834.8592796  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  114276346.02788551  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  459869.13467985636  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  392619806.51696944  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  4880600767.28879  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  7909018.057487997  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  91396544.58997138  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  3200946.866671395  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  457121235.7655187  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  3642795549.6636753  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  5533415.564035595  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  68410390.68889852  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  2365275.554331207  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  341840231.9936075  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
61
PV_ICE
>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  1566843269.9164348  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  44759284.55143032  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  237694.16354089472  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  224100403.4213543  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  1489458471.5904574  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  42548668.92946741  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  421885.1044159885  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  213032312.03757367  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  1521288751.7020257  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  43457949.770067915  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  414154.397306813  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  217584891.56946275  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  1608948346.0964215  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  56717993.124868415  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  327371.1471431697  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  284422217.8904314  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  5157659860.817491  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  13973570.231482739  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  137419451.49325466  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  6466137.778130663  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  483544226.5292171  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************
Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  22033621.01979067  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  3770632.473085867  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  31015536.27776676  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  2275277531.9326324  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  114587701.10418095  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  461751.8164999625  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  393682664.12944555  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  4888321775.582602  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  7711292.606050759  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  91651214.6662281  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  3192446.164261507  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  457803977.37871826  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  3631319512.318105  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  5395080.174934404  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  68258181.14752434  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  2350023.4473437513  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  340970245.1206668  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
62
PV_ICE
>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  1577104218.5099857  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  45056976.15883581  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  239004.89583329202  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  225463250.54212588  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  1499212642.3413343  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  42831657.85035146  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  424377.0975240654  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  214327849.52147672  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  1531251372.7053008  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  43746986.2693152  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  416604.19843608397  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  218908115.17065933  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  1618458149.4923506  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  57081949.969812244  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  329214.9274982973  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  285453446.017482  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  5157845627.909121  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  13679490.271340486  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  137424401.02706  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  6442920.596460689  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  483508232.281479  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  22035768.040255204  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  3770747.536860501  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  31016020.254909668  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  2284513982.0228395  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  114876789.86514622  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  463540.46884783107  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  394669069.5100237  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  4893067983.427076  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  7513567.154613552  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  91847653.00183326  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  3182305.4658904057  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  458209023.3340687  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  3620281581.4474325  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  5256744.785833464  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  68114547.54361501  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  2335012.866758372  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  340063967.21795404  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
63
PV_ICE
>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  1577643417.5159922  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  45072619.45120262  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  239073.77304700762  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  225534866.31976676  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  1499725210.855171  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  42846528.53637023  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  424508.0484000055  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  214395928.26847664  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  1531774894.9987924  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  43762174.747421436  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  416732.9321804846  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  218977648.7857867  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  1627163428.3379316  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  57417090.86852499  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  330896.45689715934  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  286352753.2963246  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  5153642383.794849  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  13383282.088621648  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  137312410.79965788  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  6535362.658331996  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  483062526.735492  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  22037218.468267485  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  3770825.201623921  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  31016346.923532955  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  2293634815.4755855  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  115160357.182327  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  465305.8044305617  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  395636516.8055139  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  4894724494.197828  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  7315841.703176345  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  91983610.49452056  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  3170461.4294942827  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  458325648.10754406  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  3609631561.283504  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  5118409.396732523  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  67978507.29464017  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  2320216.1398425726  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  339118360.39061505  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
64
PV_ICE
>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************
Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  1578037885.588857  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  45084063.796100214  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  239124.16234939115  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  225587259.10513523  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  1500100196.5496967  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  42857407.65667182  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  424603.84965161915  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  214445733.4272742  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  1532157894.2770913  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  43773286.35857046  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  416827.1114194794  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  219028518.2993533  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  1635256830.3556838  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  57730315.95402471  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  332454.587202247  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  287151728.88225496  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  5145391741.305445  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  13085111.330690589  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  137092582.6613244  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  6735712.6132006375  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  482238999.22346056  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  22038191.27610817  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  3770877.251256832  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  31016565.85040655  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  2302580574.7712016  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  115435563.57379717  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  467035.8322661268  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  396575256.5478312  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  4893541730.242182  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  7118116.251739169  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  92063989.16357866  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  3157052.111942884  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  458177228.45992666  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  3599889460.034216  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  4980074.007631332  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  67860239.5650898  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  2305919.9451064896  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  338136409.0555443  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
65
PV_ICE
>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  1552692263.9003255  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  44361277.160195924  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  233854.34816576602  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  221739235.84535825  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  1476006369.8641174  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  42170318.7329431  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  416248.510398865  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  210787760.19330922  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  1507549173.331292  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  43071514.08246124  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  408645.8064518567  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  215292372.78772172  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  1642677582.5807738  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  58019448.49909252  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  333877.06214163534  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  287840407.6088084  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  5133145996.795965  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  12785003.355943289  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  136766309.9835925  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  7042568.626564006  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  481309808.4089088  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  22038837.31798449  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  3770911.793492371  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  31016711.13865517  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  2311339515.6021843  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  115701848.17275529  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  468728.18384368153  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  397483362.97969866  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  4902523504.974817  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  6920390.800301931  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  92343338.75213806  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  3149246.465185605  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  458977661.7877756  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  3591321924.4982786  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  4841738.618530392  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  67764963.96800777  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  2292271.283897064  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  337118233.07434845  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
66
PV_ICE
>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  1523246242.9992163  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  43526574.34443472  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  227962.58944116376  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  217385036.39060393  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  1448014658.244902  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  41376841.04778103  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  406793.0505407618  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  206648610.25568542  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  1478959268.3452618  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  42261079.48174099  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  399384.6188790692  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  211064767.66668034  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  1649392478.1075149  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  58283299.12000064  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  335157.1847758714  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  288413344.4175803  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  5173078063.043161  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  12510196.295146672  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  137830250.37298685  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  6365651.490131756  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  484716828.11174357  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  22039260.89167307  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  3770934.427065685  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  31016806.33763244  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  2319363416.283344  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  115933029.840546  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  470272.2975990949  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  398270942.1759588  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  4909839405.7865  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  6722665.348864095  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  92590078.84645578  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  3140522.428590505  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  459622586.8849883  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  3619259743.7408223  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  4703403.229429451  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  68384280.95891711  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  2298747.8833290227  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  338759658.13898337  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
67
PV_ICE
>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  1489437741.7519271  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  42565306.83782757  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  221420.35670627397  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  212451417.42848057  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  1415875925.3203552  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  40463049.58976707  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  396179.0786065829  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  201958657.82702285  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  1446133718.3812263  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  41327759.949826956  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  388986.06446906016  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  206274589.16265628  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  1655589864.9133673  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  58528613.944246285  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  336332.9398245517  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  288901423.41886204  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  5210343327.168936  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  12234096.107443953  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  138823137.12669063  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  6382355.036939321  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  488142180.4305942  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  22039534.339024853  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  3770949.0308707748  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  31016867.762556586  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  2325826793.3306  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  116089686.39060113  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  471501.6957230632  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  398802636.57498807  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  4916175455.343619  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  6524939.897426888  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  92817638.34526649  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  3131258.203795408  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  460176043.5145293  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  3645331778.348965  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  4565067.840328761  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  68967075.20190024  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  2304195.88292143  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  341166872.6892976  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
68
PV_ICE
>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  1451869778.453938  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  41494969.46398061  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  214353.2379284264  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  207018471.13957697  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  1380163405.898582  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  39445575.10116548  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  384604.63527179597  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  196794039.2801555  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  1409658009.0117621  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  40288541.6493165  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  377644.03369053564  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  200999600.78060883  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  1661238689.3343508  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  58754280.71153719  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  337398.064599143  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  289299552.62920743  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  5244579483.042923  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  11956527.111331612  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  139735317.04711974  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  6395797.368851297  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  491284767.4940935  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  22039707.805475775  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  3770958.2908079033  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  31016906.71065923  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  2330830528.2174373  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  116176635.56712233  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  472436.72329459543  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  399094988.0828656  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  4920998648.212359  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  6327214.4459898705  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  93015583.6632873  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  3121159.9469699017  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  460588275.9710661  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  3669284546.744319  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  4426732.451227821  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  69508384.79319791  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  2308475.539262291  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  343376255.1378826  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
69
PV_ICE
>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  1408883903.26468  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  40267447.119856484  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  206495.3119162779  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  200865924.167141  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  1339300560.5569952  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  38278678.87170314  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  371609.49908172456  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  190945360.50368494  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  1367921908.936368  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  39096708.39799989  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  364906.984765433  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  195025933.49355066  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  1666335796.3581884  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  58960186.41765964  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  338351.92281855375  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  289607214.70965475  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  5275419147.995044  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  11677311.163702961  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  140557001.6785847  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  6405582.952352052  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  494110294.3725524  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  22039815.799850803  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  3770964.053481837  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  31016930.948957622  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  2229938679.433771  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  110560508.89705627  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  451645.0050806806  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  379780846.9285443  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  4953508782.794268  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  5338587.188804  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  94214279.92185524  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  3060880.8877232424  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  463433028.5032785  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  3690861015.6302347  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  4288397.062127132  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  70003178.3041398  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  2311445.150891087  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  345363811.59620106  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
70
PV_ICE
>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  1361722944.2816653  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  38918796.8513222  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  198083.62874954008  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  194158847.4769673  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  1294468834.9174836  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  36996637.11308067  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  357578.68592549965  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  184569539.71520635  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  1322132111.941913  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  37787268.90971921  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  351152.1293924542  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  188513858.9506474  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  1670999242.667545  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  59150559.54143192  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  339218.3233393907  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  289843767.84847426  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  5302638211.094863  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  11396339.593625084  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  141282219.8632411  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  6411470.503920552  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  496597840.458583  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  22039881.734474313  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  3770967.570663016  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  31016945.74251849  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  2230761351.8014827  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  110599796.83460288  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  451810.915963446  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  379915743.5410984  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  4992963267.556304  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  5338587.188804  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  94986601.74704857  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  3082631.99218787  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  467116078.60619235  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  3709904389.447323  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  4150061.673026192  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  70448386.4604989  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  2313018.2770234686  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  347114905.3023077  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
71
PV_ICE
>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  1310754095.5583487  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  37459671.72685445  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  189200.1628279332  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  186946011.35125312  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  1246017286.330596  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  35609576.71004117  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  342638.63188491657  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  177712938.30137372  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  1272645135.5592768  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  36370566.50467212  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  336503.18732603197  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  181510729.3909278  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************
Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  1675443203.4554543  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  59333071.27305427  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  340040.459535757  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  290044331.1394435  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  5326582417.078655  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  11113780.052015025  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  141920183.5408638  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  6413832.261123218  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  498779680.79504  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  22039921.191113275  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  3770969.6748538096  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  31016954.592921577  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  2231356859.010144  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  110628236.16347554  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  451931.01374545484  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  380013391.04737675  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  5034166528.663963  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  5338587.188804  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  95793155.88564229  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  3105347.1903768363  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  470962375.8263494  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  3726656562.864556  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  4011726.283925252  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  70848744.35219753  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  2313328.2732531745  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  348652116.96384126  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
72
PV_ICE
>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  1255060165.265486  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  35863462.09068334  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  179714.80242573642  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  179105595.45026207  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  1193074024.9664748  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  34092202.3126894  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  326552.82844458893  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  170259752.88071406  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  1218570455.9062073  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  34820765.220079616  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  320727.86660286086  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  173898266.48000157  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  1679550322.801796  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  59503518.233173504  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  340794.6638759969  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  290189661.3009032  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  5347013925.258705  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  10829517.210408704  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  142464555.7412511  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  6412412.15863349  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  500633613.11075866  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  22039944.320395835  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  3770970.908055008  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  31016959.779869072  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  2231788367.960475  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  110648843.5125914  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  452018.03749109217  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  380084147.1563263  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  5077829074.83502  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  5338587.188804  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  96647850.54771867  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  3129418.182900619  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  475038245.6834443  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  3740951134.5216603  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  3873390.894824563  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  71200994.6713858  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  2312283.4031550316  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  349959913.12368584  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
73
PV_ICE
>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  1195780394.503028  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  34163219.712942496  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  169835.01826218446  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  170788912.43663743  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  1136722022.511324  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  32475933.197625525  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  309663.76527416887  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  162353822.4785344  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************
Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  1161014189.9387348  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  33169955.82529086  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  304161.8415675322  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  165823383.3706853  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  1683662788.8527029  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  59674156.69814012  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  341549.9465026958  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  290335868.18116623  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  5363742948.081905  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  10543459.041209066  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  142910279.81038693  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  6407005.866350342  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  502141920.86296225  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  22039957.591666453  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  3770971.6155302413  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  31016962.75556908  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  2232102028.346296  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  110663822.82894036  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  452081.29435195494  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  380135579.2029045  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  5124895132.703734  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  5338587.188804  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  97569168.97629017  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  3155365.5182358986  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  479431831.11036414  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  3752655322.650713  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  3735055.505723372  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  71502538.21398105  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  2309810.4646548834  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  351025898.69147414  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
74
PV_ICE
>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  1132397248.6866467  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  32343929.83150809  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  159498.12265241268  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  161927223.9757384  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  1076469306.7073565  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  30746496.219351895  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  291849.38931625045  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  153929803.91833287  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  1099473850.8405414  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  31403560.125445407  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  286685.0691899833  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  157219340.3551825  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  1687398924.6792266  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  59831316.007615186  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  342229.33344821073  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  290420366.8110282  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  5376898692.999551  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  10255668.196845304  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  143260798.3205939  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  6397752.492298235  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  503316665.48192096  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  22039965.038191475  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  3770972.0124445646  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  31016964.425023917  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  2232330901.564298  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  110560570.41903423  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  452127.4519222471  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  379774866.4036763  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  5173577253.681612  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  5140861.73736688  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  98580999.41410467  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  3183861.9673008784  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  483938265.54825515  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  3761859525.1388826  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  3596720.116622432  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  71755144.51928878  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  2305959.293757657  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  351858512.2502889  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
75
PV_ICE
>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************
Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  1064513681.5510529  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  30394073.30272101  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  148664.66520817764  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  152467794.84971192  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  1011938442.8240157  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  28892941.205902867  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  273025.2456218624  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  144937566.76322737  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  1033563937.0299767  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  29510393.912333604  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  268214.33914800064  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  148034935.56693938  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  1620014644.243604  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  57441129.69531214  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  328565.64591133286  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  278842989.3251759  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  5386881231.094419  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  9966338.670969108  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  143526770.66978437  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  6385082.763168326  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  504195193.339067  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************
Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  22039969.118922275  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  3770972.229934962  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  31016965.33980671  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  2090111627.7812173  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  103620296.31069483  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  423371.55964467145  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  356074314.6545384  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  5155485694.861224  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  4943136.285929578  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  98330388.2994576  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  3161130.8966573696  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  482756345.1928308  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  3768843645.197928  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  3458384.727521492  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  71964292.69473559  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  2300884.2000194504  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  352483882.58014303  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
76
PV_ICE

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  991976982.2081321  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  28309219.663906492  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  137336.09209163953  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  142390342.1780544  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  942984258.374269  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  26911056.399406187  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  253176.5073669275  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  135357829.37427762  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  963136175.5883965  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  27486155.478069134  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  248734.73213381463  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  138250475.57133612  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  1546750034.3747063  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  54840325.50106003  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  313716.0541366116  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  266301392.60419318  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  5393284028.176487  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  9675273.335981393  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  143697365.25856772  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  6368558.99392398  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  504739554.73617387  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  22039971.29927324  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  3770972.3461331856  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  31016965.828546155  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  1936010623.6456754  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  96183932.82853532  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  392219.4420301  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  330679332.7593315  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  5028445530.673278  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  4745410.834492371  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  95947107.43430175  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  3078336.8820199557  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  470314296.20136356  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  3773323257.808458  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  3320049.338420552  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  72124415.11847726  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  2294428.3810291314  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  352875458.7932664  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
77
PV_ICE
>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  915120938.418292  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  26099052.79701973  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  125587.08752869486  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  131739199.25842063  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  869924057.706556  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  24810047.46351588  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  232418.28687620416  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  125232735.7417525  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************
Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  888514650.7409115  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  25340247.184726845  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  228358.88501753562  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  127909004.8538853  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************
Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  1524907522.4848661  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  54081325.15208881  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  309236.91602509643  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  262191666.3327802  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  5396800859.530087  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  9382808.602101678  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  143791066.86911348  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  6348928.120661085  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  505014513.13797235  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  22039972.43249796  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  3770972.4065237995  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  30943492.75070551  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  1772221618.0126317  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  88339694.51846817  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  359113.5151668306  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  303891250.442724  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  4892940307.391525  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  4547685.3830551645  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  93398122.97519246  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  2990876.113103843  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  457626963.6613729  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  3775783751.539365  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  3181713.9493193617  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  72245013.27531596  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  2286859.429624003  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  353078551.59209  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
78
PV_ICE
>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  833969741.0106466  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  23764274.52867428  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  113444.16903451677  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  120517579.08827448  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  792780836.880908  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  22590581.562092338  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  210781.34954161808  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  114565340.17529196  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  809722849.9862759  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  23073350.45383364  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  207116.65762415697  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  117013642.99653968  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  1498831365.0123796  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  53170686.79105419  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  303903.965504777  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  257387733.63095656  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  5397344539.493153  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  9088902.193180349  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  143805552.54756618  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  6326096.277080944  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  505011929.8204728  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  22039973.00367069  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  3770972.436961248  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  30768176.06980425  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  1596911270.6463513  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  80011412.60786697  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  323684.043654894  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  275450010.5813656  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  4745453614.848454  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  4349959.931618083  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  90614601.16726564  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  2896810.006608797  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  443821168.8765416  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  3776164128.3633437  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  3043378.5602184217  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  72324893.12841901  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  2278143.7178279534  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  353087466.8510383  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
79
PV_ICE

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  748215667.888409  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  21295957.19640391  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  100885.85291655175  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  108684610.38073833  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  711262073.2158241  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  20244171.99953771  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  188209.8995635998  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  103316790.15647541  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  726461998.6438411  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  20676797.20620333  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  184952.90597210266  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  105524707.09770703  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  1467975235.671944  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  52088842.452186674  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  297607.0232626848  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  251800011.3692526  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  5395425733.472408  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  8793801.729830826  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  143754428.3404629  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  6356865.111560605  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  504779475.062228  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  22039973.28173954  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  3770972.451779111  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  30483017.658170525  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  1419289412.3012397  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  71244123.31470622  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  287640.2203074543  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  245509454.76495758  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  4584946894.773306  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  4152234.4801808135  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  87576212.22474115  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  2795566.009384257  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  428799963.11799806  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  3774821667.008168  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  2905043.171117482  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  72371048.41150758  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  2268478.2120192503  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  352935556.30345774  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
80
PV_ICE
>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************
Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  658200026.6733279  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  18704002.84908955  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  87984.94962738414  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  96285625.21260375  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  625692215.9799438  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  17780231.72860411  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  164817.86319836293  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  91530178.65546747  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  639063480.3577816  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  18160201.5753444  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  161979.14797577274  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  93486211.1431525  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  1432421408.0672135  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  50838738.95884686  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  290362.68167112547  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  245441990.252923  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  5391415852.968398  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  8497687.30873202  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  143647590.04668537  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  6443359.62133397  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  504351819.8815917  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************
Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  22039973.411860492  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  3770972.4587129895  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  30081682.44456474  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  1419299368.1413753  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  70678043.34681906  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  287642.2281325501  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  242799557.75262582  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  4412581708.9738655  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  3954509.0287436065  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  84305693.72854015  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  2687784.485954143  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  412671777.4135831  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  3772016219.47606  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  2766707.782016542  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  72388565.7294342  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  2258006.1675998573  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  352647076.9621897  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
81
PV_ICE
>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  564092642.1938906  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  15993338.460656531  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  74787.90858365447  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  83343179.51780114  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  536232702.29908407  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  15203444.378396682  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  140672.78632779192  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  79226947.56139743  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  547692182.3410131  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  15528347.284614004  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  138261.3794308733  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  80920055.25851512  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  1392288662.9117105  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  49424630.722727545  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  282194.89560424996  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  238333147.19224003  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  5426208591.47883  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  8220388.198404208  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  144574599.42130005  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  6286920.498993261  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  507546363.56672245  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  22039973.47005679  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  3770972.461814136  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  29560693.014945507  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  1419305436.0221357  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  70669253.8150102  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  287643.4518608447  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  242763186.80138427  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  4228964374.2490087  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  3756783.577306525  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  80814914.33445531  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  2573799.6964203413  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  395493211.03615445  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  3796358391.840502  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  2628372.392915602  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  72937497.90628769  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  2262500.5008400474  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  354892810.01418704  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
82
PV_ICE
>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  465814435.35010684  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  13161669.780804953  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  61306.35705780646  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  69846770.10330194  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  442808356.8353399  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  12511628.954928944  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  115778.54889961213  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  66397112.174324304  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  452271323.68798584  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  12779006.759145867  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  113803.058048018  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  67816041.49424818  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  1347725427.1989086  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  47851834.00703208  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  273133.5987932494  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  230497820.30698806  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  5458823937.88793  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  7942033.275090205  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  145443594.88334095  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  6298617.8262601625  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  510537649.13680565  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  22039973.494781733  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  3770972.463131669  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  28920113.47123207  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  1228003502.212295  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  61749640.68788578  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  248988.90761302627  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  212302322.70841873  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  4025015460.4293127  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  3559058.125869318  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  76926144.1302142  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  2448606.186110694  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  376416705.1740441  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  3819177187.3135324  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  2490037.0038146623  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  73456609.96929967  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  2266155.0023026546  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  356996336.83917296  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
83
PV_ICE
>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  362805145.22290456  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  10192742.46696165  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  47487.856091888614  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  55721983.77295011  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  344886592.6627323  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  9689333.996122863  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  90019.40901513124  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  52969934.925297864  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  352256934.21997464  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  9896398.284860747  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  88490.08703445674  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  54101920.3711635  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  1298925979.4839673  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  46127307.35689981  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  263217.9719956817  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  221967866.1660861  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  5488982918.021649  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  7662487.264782237  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  146247143.51186854  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  6307670.567193248  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  513299634.5368855  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  22039973.50469789  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  3763540.2661205707  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  28163194.01881441  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  1167903534.0344145  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  58359160.3947446  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  236794.26987586683  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  200483634.1056524  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  3804643563.1573725  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  3361332.674432111  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  72715893.90423667  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  2314358.7486583027  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  355807124.64985764  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  3840277426.161667  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  2351701.6147139724  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  73942081.27375315  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  2268862.0701568783  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  358939437.5378931  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
84
PV_ICE
>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************
Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  281654975.8846341  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  7916757.7763357  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  36610.65636916723  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  43170859.34904334  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  267744348.77846363  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  7525757.907142221  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  69604.99313583622  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  41038697.921981916  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  273466131.4644332  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  7686585.757627818  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  68426.50645925108  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  41915708.34129016  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  1245900065.8443687  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  44251399.85110597  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  252449.98073315903  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  212744882.8696889  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  5516409671.508075  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  7381616.403348961  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  146977895.34933996  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  6313781.723508162  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  515806568.3833792  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  22039973.50842861  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  3729599.3960285815  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  27294859.450771593  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  1106410380.2720776  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  55270452.15220205  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  224318.6640896454  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  189872246.3180691  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  3566074924.308218  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  3163607.222995029  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  68149442.32819483  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  2170079.5180816418  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  333498890.3137441  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  3859466107.1723146  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  2213366.225613033  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  74390133.81949374  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  2270515.3035820476  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  360704095.57458025  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
85
PV_ICE
>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  281654978.68104076  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  7916757.857465315  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  36610.656726379886  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  43170859.72045878  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  267744351.4367587  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  7525757.984264926  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  69604.9938149768  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  41038698.27505352  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************
Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  273466134.17953694  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  7686585.836398664  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  68426.50712689309  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  41915708.701907046  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  1188983051.2429738  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  42236123.37758291  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  240897.2590957769  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  202883861.44366434  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  5540941703.053029  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  7099341.897153872  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  147631520.91013616  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  6316776.348643134  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  518043281.84786206  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  22039973.50973657  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  3670247.7680491093  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  26319697.665938415  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  1093114250.553849  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  54483464.186979085  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  221563.10132378904  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  187163901.7505471  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  3308234169.1867404  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  2965881.7715577595  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  63205738.934531204  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  2015175.6444780903  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  309391616.64792573  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  3876629543.1616435  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  2075030.836512093  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  74798542.17906263  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  2271052.0272742226  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  362279698.3256847  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
86
PV_ICE

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************
Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  281654979.83485925  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  7916757.890940005  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  36610.656873768516  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  43170859.873707585  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************
Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  267744352.53359118  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  7525758.016086335  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  69604.99409519529  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  41038698.420733534  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  273466135.2998093  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  7686585.868900108  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  68426.50740236719  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  41915708.8507003  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  1128070586.775649  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  40077740.43396417  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  228538.76271705373  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  192367691.41458228  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  5228356776.088492  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  6653600.06577132  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  139303083.13647547  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  5956822.292100045  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  488810349.81523544  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************
Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  22039973.510160547  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  3586179.509888917  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  25240600.60766187  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  1078894067.1752207  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  53652346.67040608  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  218621.18179607124  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  184304036.70721495  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  3033440916.994572  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  2768156.3201205833  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  57930190.28615985  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  1850925.9249256253  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  283701838.57335794  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  3657934594.2597113  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  1936695.447411153  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  70590020.92154807  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  2141560.9372607754  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  341838076.57148564  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
87
PV_ICE
>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  281654980.28486806  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  7916757.903995701  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  36610.656931252575  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  43170859.933477215  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  267744352.96137446  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  7525758.028497224  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  69604.99420448527  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  41038698.477551214  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  273466135.7367345  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  7686585.881576224  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  68426.5075098068  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  41915708.90873218  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  1063509532.2434046  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  37788674.622949414  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  215444.44388667386  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  181253248.65918097  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  4892588976.905062  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  6196616.906961935  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  130356966.47930403  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  5571908.966386524  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  457413311.9673488  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  22039973.510286342  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  3477671.0747881965  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  24058714.89106002  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  1063376726.649364  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  52759281.49279257  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  215417.66057145837  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  181231472.03769058  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  2740839805.1708574  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  2570430.8686833763  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  52306052.65466772  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  1676858.8013587408  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  256349708.55973375  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  3423020126.699146  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  1798360.0583104638  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  66064002.467126854  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  2003128.0894568982  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  319882373.4593573  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
88
PV_ICE

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  173309074.93190676  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  4793004.206394928  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  22721.942590814724  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  28337270.647065077  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  164749605.6760513  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  4556285.205637316  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  43199.48082472853  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  26937733.579570726  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************
Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  168270319.9086747  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  4653653.377527859  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  42468.05833818915  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  27513396.832159944  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  995588466.4326999  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  35379262.075102255  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  201672.5011817232  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  169587852.50198317  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  4535282700.448956  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  5729189.784478981  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  120836983.80291386  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  5163806.768876003  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  424005671.4867272  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  22039973.510320056  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  3344772.258420733  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  22774243.354317628  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  1046064374.766402  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  51780492.888876066  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  211852.13385046582  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  177864572.7569106  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  2429854750.6910157  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  2372705.4172461694  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  46322049.21061621  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  1492656.6814381457  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  227281449.63706446  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  3173036614.5998187  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  1660024.6692095238  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  61243007.35514804  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  1856387.735787112  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  296519984.98879534  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
89
PV_ICE

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  166739951.27217674  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  4622008.088912722  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  21834.181638393075  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  27021553.770539142  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  158504833.6514117  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  4393731.781038031  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  41511.626968676705  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  25686986.57485799  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  161892141.11490956  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  4487627.469935806  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  40808.79295755641  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  26235927.053139735  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  924153466.2350924  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  32843989.670885615  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  187191.89245249325  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  157346263.60502747  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  4158884635.516803  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  5252505.092726824  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  110808324.0963972  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  4735149.86688282  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  388815825.1571226  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  22039973.510328077  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  3187491.4772822997  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  21387219.577695962  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  1026308219.2023858  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  50684996.82017246  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  207793.7576769546  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  174096954.00235057  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  2101978746.6942246  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  2174979.9658089313  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  40007405.30567362  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  1299142.6464965327  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  196636431.72915107  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  2909695843.896371  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  1521689.2801083333  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  56160543.80785864  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  1702283.577204496  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  271910705.2466006  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
90
PV_ICE
>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  158537897.59776446  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  4403637.251986259  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  20737.830409745497  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  25488953.050512616  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  150707871.10712263  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  4186146.05883183  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  39427.219866205494  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  24230079.451389495  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  153928554.5749359  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  4275605.563430111  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  38759.67698582521  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  24747885.28241036  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  849754831.5339601  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  30202567.699865565  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  172113.5983797754  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  144618716.66326827  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  3766518051.6961203  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  4768077.298754432  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  100354203.00505903  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  4289300.851788676  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  352135328.13240695  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  22039973.510329742  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  3005896.6382088955  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  19897928.87167706  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  958576434.2601175  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  47298353.50436846  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  194059.98783061144  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  162462594.9250068  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  1825196281.4981275  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  1977254.5143717555  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  34692917.79813574  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  1133796.2815226458  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  170760961.9340342  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  2635182959.245272  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  1383353.8910073934  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  50859386.04796311  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  1542020.275491341  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  246258516.04372385  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
91
PV_ICE

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  147440722.14413753  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  4101272.869216413  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  19271.656686438466  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  23571825.66171729  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  140158773.91454157  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  3898715.1468971437  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  36639.69809092345  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  22407637.04166511  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  143154019.24536866  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  3982032.145786884  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  36019.350787708245  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  22886496.60036892  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  772417473.3164935  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  27455888.407862496  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  156442.6428394618  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  131409296.42285597  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  3358139014.2738805  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  4275885.098709126  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  89473449.94294985  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  3826212.42236543  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  313960079.13612664  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  21616064.31013794  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  2800163.4572942206  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  18307110.283003606  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  885521416.5262983  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  43657491.3213167  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  179252.66515050942  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  149955365.79694012  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  1537034575.2079697  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  1779529.0629340464  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  29155681.562579017  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  962176.5850249623  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  143823247.4958726  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  2349467222.440701  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  1245018.5019064534  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  45338932.37485671  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  1375580.88479388  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  219560547.9889464  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
92
PV_ICE
>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  133275153.03310533  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  3709887.9605470533  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  17413.52674038261  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  21247157.83713643  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  126692827.92046611  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  3526660.3427015264  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  33106.98051209517  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  20197782.205633346  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  129400300.96899113  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  3602026.3917855597  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  32546.44570849148  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  20629416.34417183  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  692255583.0526898  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  24608041.83197728  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  140202.05517875683  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  117736727.27892992  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  2937599474.1625404  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  3777796.295727227  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  78268695.36571296  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  3350031.686820683  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  274649655.24272877  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  20744993.91910703  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  2570602.1655164533  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  16616068.667684088  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  807613635.9766651  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  39784878.26161415  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  163466.6707728734  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  136652411.309669  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  1241652247.8088276  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  1581803.6114968394  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  23477101.61576448  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  786576.1880877829  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  116211492.84456567  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  2055243588.15035  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  1106683.1128055134  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  39651936.545959145  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  1204451.1231782115  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  192068373.32116735  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
93
PV_ICE
>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  115897103.75458544  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  3225302.2745715235  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  15145.034978767293  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  18495812.176010493  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************
Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  110173062.9074627  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  3066007.8533911533  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  28794.074012768502  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  17582322.72015237  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  112527502.42084438  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  3131529.587052991  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  28306.56109953495  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  17958063.51569931  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  609893605.7287165  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  21681393.943686984  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  123517.76915082855  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  103703401.77153  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  2505799633.1944027  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  3274247.3958400707  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  66763924.03491972  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  2861727.8253159164  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  234288089.69890493  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  19435452.827324867  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  2317675.8575032693  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  14826751.840414546  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  725132167.583646  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  35693841.96396195  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  146758.28661119708  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  122599492.41239057  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  936906469.1262702  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  1384078.160059883  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  17615232.041284386  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  605813.7567387861  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  87725666.19812283  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  1753141867.9125679  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  968347.7237048242  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  33810727.12676081  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  1028978.2033051022  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  163840784.53166163  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
94
PV_ICE
>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************
Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  95455496.66427392  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  2651836.3607050697  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  12485.204724718156  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  15337568.37042434  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  90741046.11955073  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  2520864.841188301  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  23737.146157099985  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  14580061.380027018  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************
Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  92680216.18320031  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  2574736.6652098885  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  23335.252169775933  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  14891642.731623754  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  525486733.40772825  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  18681503.313137665  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  106421.08281941009  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  89334767.31378686  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  2065840191.5694036  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  2766741.9222465246  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  55041750.26252923  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  2364639.130456817  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  193164830.82109788  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  17699573.010741483  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  2042031.0161654663  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  12941878.962373197  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  637118766.5075039  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  31338620.026593514  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  128934.26046265216  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  107639482.17592113  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  625618867.2315222  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  1186352.7086226684  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  11625306.22936329  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  421444.8436006368  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  58629164.674027376  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  1445331416.079694  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  830012.334604135  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  27857769.24464687  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  850358.0818233517  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  135080289.41691506  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
95
PV_ICE
>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************
Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  71839974.59753391  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  1986288.5264891526  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  9419.938967801101  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  11757768.911599832  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  68291870.78232324  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  1888187.7408693216  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  17909.395388556528  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  11177064.590897404  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  69751293.60441771  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  1928539.0194790487  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  17606.17114509911  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  11415922.634088477  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************
Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  439284627.7466916  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  15617312.162017906  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  88962.34622362476  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  74671761.84542875  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  1620312150.820024  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  2256536.2463021795  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  43171208.071532525  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  1861555.140315267  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  151521746.89166898  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  15554334.539002243  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  1744572.467303872  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  10965255.806535257  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  544726469.0709387  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  26774277.40708831  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  110227.12873136258  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  91961448.20502111  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  583840875.0329334  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  988627.2571855402  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  10911033.007315105  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  385655.53401400807  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  54691207.27272364  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  1133624984.639651  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  691676.9455034458  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  21828547.533099044  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  669590.1218799956  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  105956107.17813991  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
96
PV_ICE
>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  45065750.96237288  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  1229100.1447503224  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  5951.181066855814  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  7758434.426490819  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  42839999.0044692  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  1168396.1284941544  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  11314.516483055218  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  7375253.193025769  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  43755505.815275505  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  1193365.1912984026  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  11122.95023562783  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  7532865.107306143  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  351838516.227809  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  12508564.004035741  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  71252.72711599011  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  59804772.16319951  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  1318401204.2262034  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  1815970.206217754  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  35127165.26911396  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  1513092.962201971  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  123285223.87920788  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  13024119.725268971  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  1426599.4839187441  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  8902347.223778429  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  447352272.79045117  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  21972016.828621216  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  90515.28204004322  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  75466513.96564266  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  538808067.7064492  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  790901.8057484903  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  10133046.755225444  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  348071.8574588644  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  50449415.028205976  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  922397912.1143029  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  553341.5564027566  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  17766210.010522082  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  544216.0431770392  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  86211606.75306742  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
97
PV_ICE
>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  15328276.12563752  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  385941.6399473044  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  2103.8978273439106  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  3365524.402885598  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  14571228.0669622  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  366880.37228463736  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  3999.9768835505415  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  3199304.5626910487  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  14882620.648819232  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  374720.74292061134  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  3932.253211020807  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  3267674.891610768  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************
Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  263929798.52464607  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  9383246.513363078  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  53449.812787294184  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  44861927.24424674  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  1006423156.7430836  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  1370522.6494572116  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  26814897.046705108  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  1153792.287525802  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  94108943.64548267  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************
Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  10144110.718306432  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  1089986.8354660277  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  6761038.6511931205  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  344598118.65845424  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  16912828.39364142  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  69718.44259654554  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  58089408.2589206  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  489221153.93203723  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  593176.3543113774  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  9265913.835958857  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  307977.5196648601  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  45782499.95359978  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  704127556.5491902  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  415006.16730206745  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  13566000.170695154  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  414959.0298250048  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  65809620.50652463  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
98
PV_ICE
>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  10667622.203681363  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  270314.22631765314  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  1459.9245609784286  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  2303288.231724423  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  10140759.126100855  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  256963.6796995919  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  2775.6407263591695  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  2189531.15914111  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  10357470.935000295  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  262455.0895924753  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  2728.646309329687  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  2236322.2550054356  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  175554338.051875  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  6241211.528430043  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  35552.76899957015  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  29842548.79746687  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  683309598.6940739  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  919675.5063489247  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  18205936.953301217  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  782502.8392869784  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  63893170.85259568  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  6964067.980075041  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  737386.1335576482  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  4552482.988933396  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  237642770.21960196  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  11653005.701322446  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  48074.33529347681  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  40023417.27678056  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  433377054.82145613  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  395450.90287426475  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  8276296.4677655995  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  264433.61983986024  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  40531480.75913689  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  478066422.529553  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  276670.7782013783  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  9213285.785382545  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  281406.9904980655  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  44680370.23507371  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
99
PV_ICE

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_PERC  =  5611342.172765211  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_PERC  =  143208.87073808318  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_PERC  =  765.4140648430512  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_PERC  =  1188505.4662028498  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_SHJ  =  5334203.652783527  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_SHJ  =  136135.92919922454  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_SHJ  =  1455.2220757547411  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_SHJ  =  1129806.384794833  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_TOPCon  =  5448197.577626881  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_TOPCon  =  139045.20492455328  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_TOPCon  =  1430.5836880593395  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_TOPCon  =  1153950.7679628672  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  r_IRENA  =  87811235.28391501  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  r_IRENA  =  3121825.9276739857  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  r_IRENA  =  17783.254747474668  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  r_IRENA  =  14926860.368292376  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  348028436.49001914  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  ex_Circular  =  462928.3168177038  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  9272786.135015313  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  ex_Circular  =  398113.4393080225  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  ex_Circular  =  32541560.245433833  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_50PERC  =  3552324.2007784336  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_50PERC  =  372438.65778948495  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_50PERC  =  2291995.7634448498  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
Recycled surplus End of Sim for Mat  glass  Scenario  h_RecycledPERC  =  122462449.19691847  tonnes.
==> Working on Material :  silicon
Recycled surplus End of Sim for Mat  silicon  Scenario  h_RecycledPERC  =  6000387.259637778  tonnes.
==> Working on Material :  silver
Recycled surplus End of Sim for Mat  silver  Scenario  h_RecycledPERC  =  24771.472311157082  tonnes.
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_RecycledPERC  =  20608747.302461497  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  369106558.4276017  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_life  =  197725.4514371441  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  7121732.310844044  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_life  =  216244.27984251207  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_life  =  34493862.94176626  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
ReMFG surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  243492422.59924376  tonnes.
Recycled surplus End of Sim for Mat  glass  Scenario  h_Perovskite_Eff  =  138335.38910068915  tonnes.
==> Working on Material :  silicon
ReMFG surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  4693931.98732502  tonnes.
Recycled surplus End of Sim for Mat  silicon  Scenario  h_Perovskite_Eff  =  143161.84117953427  tonnes.
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
Recycled surplus End of Sim for Mat  aluminium_frames  Scenario  h_Perovskite_Eff  =  22756449.551437836  tonnes.
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
100
PV_ICE
>>>> Calculating Material Flows <<<<

Working on Scenario:  PV_ICE
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  PV_ICE
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_PERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_PERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_SHJ
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_SHJ
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_SHJ
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_TOPCon
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_TOPCon
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_TOPCon
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
r_IRENA
>>>> Calculating Material Flows <<<<

Working on Scenario:  r_IRENA
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  r_IRENA
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Life

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Life
********************
Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_High_eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_High_eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_High_eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
ex_Circular
>>>> Calculating Material Flows <<<<

Working on Scenario:  ex_Circular
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  ex_Circular
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_EffLife
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_EffLife
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_EffLife
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_50PERC

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

>>>> Calculating Material Flows <<<<

Working on Scenario:  h_50PERC
********************
Finished Area+Power Generation Calculations
Warning: Paths 0 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P0+P2+P3+P4).
Warning: Paths B 1 through 4 add to above 100%;Fixing by Updating Landfill value to the remainder of100-(P2+P3+P4).
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_50PERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_RecycledPERC
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_RecycledPERC
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_RecycledPERC
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_life
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_life
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_life
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
h_Perovskite_Eff
>>>> Calculating Material Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\3178552986.py:11: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed

Finished Area+Power Generation Calculations
==> Working on Material :  glass
==> Working on Material :  silicon
==> Working on Material :  silver
==> Working on Material :  aluminium_frames
==> Working on Material :  copper
==> Working on Material :  encapsulant
==> Working on Material :  backsheet


>>>> Calculating Energy Flows <<<<

Working on Scenario:  h_Perovskite_Eff
********************
==> Working on Energy for Material :  glass
==> Working on Energy for Material :  silicon
==> Working on Energy for Material :  silver
==> Working on Energy for Material :  aluminium_frames
==> Working on Energy for Material :  copper
==> Working on Energy for Material :  encapsulant
==> Working on Energy for Material :  backsheet
In [85]:
#test with one scenario
#scen='r_Perovskite'
#df_compensate = pd.DataFrame(columns=['underinstalls[W]'],dtype=float)

#for row in range (0,len(sim1.scenario['PV_ICE'].dataIn_m)): #loop over length of years
#    print(row)
#    Under_Installment = global_projection.iloc[row,0] - ((sim1.scenario[scen].dataOut_m['Installed_Capacity_[W]'][row])/1e6)  # MWATTS
#    if row==0:
#        df_compensate.loc[row,'underinstalls[W]'] = Under_Installment
#    else:
#        if Under_Installment < 0.7*df_compensate.iloc[row-1,0]:
#            Under_Installment = df_compensate.iloc[row-1,0]
#    df_compensate.loc[row,'underinstalls[W]'] = Under_Installment
#    sim1.scenario[scen].dataIn_m['new_Installed_Capacity_[MW]'][row] += Under_Installment #overwrite new installed
    #calculate flows for that scenario with it's bifi factor and modified weibull
#    sim1.calculateFlows(scenarios=[scen], bifacialityfactors=bifiPathDict[scen])
In [86]:
#aggregate results - mass
cc_yearly, cc_cumu = sim1.aggregateResults() #have to do this to get auto plots
cc_yearly.to_csv(os.path.join(testfolder, 'cc_13scen_yearly.csv'))
cc_cumu.to_csv(os.path.join(testfolder, 'cc_13scen_cumu.csv'))

#aggregate results - energy
allenergy, energyGen, energy_demands = sim1.aggregateEnergyResults()
allenergy.to_csv(os.path.join(testfolder, 'cc_13scen_allenergy.csv'))
energyGen.to_csv(os.path.join(testfolder, 'cc_13scen_energyGen.csv'))
energy_demands.to_csv(os.path.join(testfolder, 'cc_13scen_energy_demands.csv'))

UnderInstall_df.to_csv(os.path.join(testfolder, 'cc_13scen_underInstalls.csv'))

C:\Users\hmirletz\Documents\GitHub\PV_ICE\PV_ICE\main.py:2237: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  scende_demands.loc[:,colname] = scende_demands.sum(axis=1) #sums module and material energy demands
C:\Users\hmirletz\Documents\GitHub\PV_ICE\PV_ICE\main.py:2237: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  scende_demands.loc[:,colname] = scende_demands.sum(axis=1) #sums module and material energy demands
C:\Users\hmirletz\Documents\GitHub\PV_ICE\PV_ICE\main.py:2237: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  scende_demands.loc[:,colname] = scende_demands.sum(axis=1) #sums module and material energy demands
C:\Users\hmirletz\Documents\GitHub\PV_ICE\PV_ICE\main.py:2237: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  scende_demands.loc[:,colname] = scende_demands.sum(axis=1) #sums module and material energy demands
C:\Users\hmirletz\Documents\GitHub\PV_ICE\PV_ICE\main.py:2237: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  scende_demands.loc[:,colname] = scende_demands.sum(axis=1) #sums module and material energy demands
C:\Users\hmirletz\Documents\GitHub\PV_ICE\PV_ICE\main.py:2237: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  scende_demands.loc[:,colname] = scende_demands.sum(axis=1) #sums module and material energy demands
C:\Users\hmirletz\Documents\GitHub\PV_ICE\PV_ICE\main.py:2237: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  scende_demands.loc[:,colname] = scende_demands.sum(axis=1) #sums module and material energy demands
C:\Users\hmirletz\Documents\GitHub\PV_ICE\PV_ICE\main.py:2237: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  scende_demands.loc[:,colname] = scende_demands.sum(axis=1) #sums module and material energy demands
C:\Users\hmirletz\Documents\GitHub\PV_ICE\PV_ICE\main.py:2237: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  scende_demands.loc[:,colname] = scende_demands.sum(axis=1) #sums module and material energy demands
C:\Users\hmirletz\Documents\GitHub\PV_ICE\PV_ICE\main.py:2237: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  scende_demands.loc[:,colname] = scende_demands.sum(axis=1) #sums module and material energy demands
C:\Users\hmirletz\Documents\GitHub\PV_ICE\PV_ICE\main.py:2237: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  scende_demands.loc[:,colname] = scende_demands.sum(axis=1) #sums module and material energy demands
C:\Users\hmirletz\Documents\GitHub\PV_ICE\PV_ICE\main.py:2237: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  scende_demands.loc[:,colname] = scende_demands.sum(axis=1) #sums module and material energy demands
C:\Users\hmirletz\Documents\GitHub\PV_ICE\PV_ICE\main.py:2237: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
  scende_demands.loc[:,colname] = scende_demands.sum(axis=1) #sums module and material energy demands
In [87]:
sim1.saveSimulation(customname='_EnergyAnalysis_withreplacements')

:) Saved Input and Output Dataframes
In [88]:
#read in saved results files for speed
cc_yearly = pd.read_csv(os.path.join(testfolder, 'cc_13scen_yearly.csv'), index_col='year')
cc_cumu = pd.read_csv(os.path.join(testfolder, 'cc_13scen_cumu.csv'), index_col='year')
allenergy = pd.read_csv(os.path.join(testfolder, 'cc_13scen_allenergy.csv'), index_col='year')
energyGen = pd.read_csv(os.path.join(testfolder, 'cc_13scen_energyGen.csv'), index_col='year')
energy_demands = pd.read_csv(os.path.join(testfolder, 'cc_13scen_energy_demands.csv'), index_col='year')

plt.plot(sim1.scenario['r_PERC'].dataOut_m['EffectiveCapacity[W]'])

In [89]:
#sim1.scenario['PV_ICE'].dataOut_m['irradiance_stc'].head(2)
sim1.scenario.keys()
Out[89]:
dict_keys(['PV_ICE', 'r_PERC', 'r_SHJ', 'r_TOPCon', 'r_IRENA', 'ex_Life', 'ex_High_eff', 'ex_Circular', 'h_EffLife', 'h_50PERC', 'h_RecycledPERC', 'h_Perovskite_life', 'h_Perovskite_Eff'])
In [90]:
UnderInstall_df_temp = cc_yearly.filter(like='newInstalledCapacity_').subtract(global_projection[['World_annual_[MWdc]']].values)
In [91]:
#Attempt to make the deployment less dumb

UnderInstall_df_cumu = UnderInstall_df_temp.cumsum()

flatinstall = UnderInstall_df_cumu.iloc[-1,:]/(2100-2022)
flatinstall
Out[91]:
newInstalledCapacity_sim1_PV_ICE_[MW]               1.342246e+06
newInstalledCapacity_sim1_r_PERC_[MW]               1.306151e+06
newInstalledCapacity_sim1_r_SHJ_[MW]                1.306151e+06
newInstalledCapacity_sim1_r_TOPCon_[MW]             1.306151e+06
newInstalledCapacity_sim1_r_IRENA_[MW]              2.299276e+06
newInstalledCapacity_sim1_ex_Life_[MW]              7.544018e+05
newInstalledCapacity_sim1_ex_High_eff_[MW]          2.263527e+06
newInstalledCapacity_sim1_ex_Circular_[MW]          4.044387e+06
newInstalledCapacity_sim1_h_EffLife_[MW]            1.326605e+06
newInstalledCapacity_sim1_h_50PERC_[MW]             8.527205e+05
newInstalledCapacity_sim1_h_RecycledPERC_[MW]       1.808050e+06
newInstalledCapacity_sim1_h_Perovskite_life_[MW]    2.384767e+06
newInstalledCapacity_sim1_h_Perovskite_Eff_[MW]     4.044387e+06
Name: 2100, dtype: float64

RESULTS: Effective Capacity and Replacements¶

In [92]:
sim1.scenario['h_RecycledPERC'].dataOut_m['WeibullParams'].tail(4)
Out[92]:
97     {'alpha': 11.337691281946588, 'beta': 39.02126...
98     {'alpha': 11.337691281946588, 'beta': 39.02126...
99     {'alpha': 11.337691281946588, 'beta': 39.02126...
100    {'alpha': 11.337691281946588, 'beta': 39.02126...
Name: WeibullParams, dtype: object
In [93]:
effective_capacity = cc_yearly.filter(like='ActiveCapacity')
plt.plot(effective_capacity/1e6)
plt.legend(sim1.scenario.keys())
plt.ylabel('Effective Capacity [TW]')
plt.title('Effective Capacity: With Replacements')
plt.ylim(0,)
Out[93]:
(0.0, 90.2642632864274)
In [94]:
annual_EoL = cc_yearly.filter(like='DecommisionedCapacity')
plt.plot(annual_EoL/1e6)
plt.legend(sim1.scenario.keys())
plt.ylabel('Annual EoL [TW]')
plt.title('Annual Decommissions [TW]')
plt.ylim(0,)
Out[94]:
(0.0, 331.2353346288363)
In [95]:
annual_installs = cc_yearly.filter(like='newInstalled')
plt.plot(annual_installs/1e6)
plt.legend(sim1.scenario.keys())
plt.ylabel('Annual installed [TW]')
plt.title('Annual Installs with Replacements')
plt.ylim(0,)
Out[95]:
(0.0, 8.641328493586279)

Fixing Jagged Lines¶

In [96]:
annual_installs = cc_yearly.filter(like='newInstalled')
posttransinstalls = annual_installs.loc[2051:,].cumsum()
flatinstallslate = posttransinstalls.loc[2100]/(2100-2050)
flatinstallslate
Out[96]:
newInstalledCapacity_sim1_PV_ICE_[MW]               2.221055e+06
newInstalledCapacity_sim1_r_PERC_[MW]               2.159963e+06
newInstalledCapacity_sim1_r_SHJ_[MW]                2.159963e+06
newInstalledCapacity_sim1_r_TOPCon_[MW]             2.159963e+06
newInstalledCapacity_sim1_r_IRENA_[MW]              3.618366e+06
newInstalledCapacity_sim1_ex_Life_[MW]              1.324735e+06
newInstalledCapacity_sim1_ex_High_eff_[MW]          3.595318e+06
newInstalledCapacity_sim1_ex_Circular_[MW]          5.985499e+06
newInstalledCapacity_sim1_h_EffLife_[MW]            2.153960e+06
newInstalledCapacity_sim1_h_50PERC_[MW]             1.467608e+06
newInstalledCapacity_sim1_h_RecycledPERC_[MW]       2.789712e+06
newInstalledCapacity_sim1_h_Perovskite_life_[MW]    3.654927e+06
newInstalledCapacity_sim1_h_Perovskite_Eff_[MW]     5.985499e+06
Name: 2100, dtype: float64
In [97]:
annual_installs_modify = annual_installs.copy()
for col in annual_installs_modify:
    annual_installs_modify.loc[2051:,col] = flatinstallslate[col]

#annual_installs_modify
#plt.plot(annual_installs_modify)
In [98]:
#decade binning of post 2050 installs by decade
posttransinstalls_annual = annual_installs.loc[2051:,]
posttransinstalls_decades = posttransinstalls_annual.groupby(np.arange(len(posttransinstalls_annual))//10).sum()
posttransinstalls_decades.index = ['2051-2060','2061-2070','2071-2080','2081-2090','2091-2100']
posttransinstalls_decades
#this is the sum each decade, still need to divide by 10 for annual
Out[98]:
newInstalledCapacity_sim1_PV_ICE_[MW] newInstalledCapacity_sim1_r_PERC_[MW] newInstalledCapacity_sim1_r_SHJ_[MW] newInstalledCapacity_sim1_r_TOPCon_[MW] newInstalledCapacity_sim1_r_IRENA_[MW] newInstalledCapacity_sim1_ex_Life_[MW] newInstalledCapacity_sim1_ex_High_eff_[MW] newInstalledCapacity_sim1_ex_Circular_[MW] newInstalledCapacity_sim1_h_EffLife_[MW] newInstalledCapacity_sim1_h_50PERC_[MW] newInstalledCapacity_sim1_h_RecycledPERC_[MW] newInstalledCapacity_sim1_h_Perovskite_life_[MW] newInstalledCapacity_sim1_h_Perovskite_Eff_[MW]
2051-2060 8.084245e+06 1.169166e+07 1.169167e+07 1.169166e+07 2.354720e+07 5.336494e+06 2.239811e+07 5.009420e+07 1.199032e+07 5.860633e+06 1.648322e+07 3.184281e+07 5.009420e+07
2061-2070 2.017992e+07 1.655666e+07 1.655666e+07 1.655666e+07 3.876813e+07 5.341243e+06 3.818909e+07 6.028416e+07 2.500011e+07 7.692541e+06 3.428366e+07 4.637377e+07 6.028416e+07
2071-2080 3.606240e+07 3.546531e+07 3.546531e+07 3.546531e+07 3.924160e+07 6.876479e+06 3.808882e+07 6.584287e+07 2.585843e+07 1.247427e+07 3.121564e+07 2.544112e+07 6.584287e+07
2081-2090 2.952406e+07 2.832288e+07 2.832288e+07 2.832288e+07 3.511517e+07 1.730013e+07 3.365549e+07 5.837160e+07 2.843517e+07 2.018488e+07 2.203251e+07 4.455346e+07 5.837160e+07
2091-2100 1.720211e+07 1.596166e+07 1.596166e+07 1.596166e+07 4.424623e+07 3.138243e+07 4.743439e+07 6.468215e+07 1.641395e+07 2.716805e+07 3.547056e+07 3.453517e+07 6.468215e+07
In [99]:
annual_installs_decademod = annual_installs.copy()
for col in annual_installs_decademod:
    annual_installs_decademod.loc[2051:2060,col] = posttransinstalls_decades.loc['2051-2060',col]/10
    annual_installs_decademod.loc[2061:2070,col] = posttransinstalls_decades.loc['2061-2070',col]/10
    annual_installs_decademod.loc[2071:2080,col] = posttransinstalls_decades.loc['2071-2080',col]/10
    annual_installs_decademod.loc[2081:2090,col] = posttransinstalls_decades.loc['2081-2090',col]/10
    annual_installs_decademod.loc[2091:2100,col] = posttransinstalls_decades.loc['2091-2100',col]/10
    
#plt.plot(annual_installs_decademod)
In [100]:
#annual_installs_TW = cc_yearly.filter(like='newInstalled')
annual_installs_decademod_TW = annual_installs_decademod/1e6
from matplotlib.ticker import (MultipleLocator, AutoMinorLocator)

fig_installs_annual, (ax1,ax2,ax3) = plt.subplots(1,3,figsize=(15,5), sharey=True, sharex=True, 
                                      gridspec_kw={'wspace':0})

ax1.plot(global_projection['World_annual_[MWdc]']/1e6, label='Minimum Deployment', ls='dashdot')
#BAU
ax1.set_prop_cycle(color=colorpalette[0:5])
ax1.plot(annual_installs_decademod_TW.iloc[:,0:5], label=scennames_labels_flat[0:5]) # baselines
ax1.set_title('Business as Usual', fontsize=14)
ax1.set_ylabel('Annual installed [TW]', fontsize=20)
ax1.set_xlim(2000,2100)
ax1.set_ylim(0,8.5)
#ax1.legend(bbox_to_anchor=(0.9,-0.05))
ax1.xaxis.set_minor_locator(MultipleLocator(10))
ax1.grid(axis='both', which='both', color='0.9', ls='--')


#Extreme
ax2.plot(global_projection['World_annual_[MWdc]']/1e6, label='Minimum Deployment', ls='dashdot')
ax2.set_prop_cycle(color=colorpalette[5:8])
#ax2.plot(annual_installs_TW.iloc[:,4:7], label=scennames_labels_flat[4:7], ls='--')
ax2.plot(annual_installs_decademod_TW.iloc[:,5:8], label=scennames_labels_flat[5:8]) #, color=colorpalette[4:7])
ax2.xaxis.set_minor_locator(MultipleLocator(10))
ax2.grid(axis='both', which='both', color='0.9', ls='--')

#create glowlines for Extreme scens
n_lines = 10
diff_linewidth = 1.05
alpha_value = 0.05
for n in range(1, n_lines+1):    
    ax2.plot(annual_installs_decademod_TW.iloc[:,5],
            linewidth=2+(diff_linewidth*n),
            alpha=alpha_value,
            color=colorpalette[5])

for n in range(1, n_lines+1):    
    ax2.plot(annual_installs_decademod_TW.iloc[:,6],
            linewidth=2+(diff_linewidth*n),
            alpha=alpha_value,
            color=colorpalette[6])

for n in range(1, n_lines+1):    
    ax2.plot(annual_installs_decademod_TW.iloc[:,7],
            linewidth=2+(diff_linewidth*n),
            alpha=alpha_value,
            color=colorpalette[7])

ax2.set_title('Extreme', fontsize=14)
#ax2.legend(bbox_to_anchor=(0.9,-0.05))


#Ambitious
ax3.plot(global_projection['World_annual_[MWdc]']/1e6, label='Minimum Deployment', ls='dashdot')
ax3.set_prop_cycle(color=colorpalette[8:])
ax3.plot(annual_installs_decademod_TW.iloc[:,8:], label=scennames_labels_flat[8:], ls='--')# 
ax3.set_title('Ambitious', fontsize=14)
#ax3.legend(bbox_to_anchor=(1.05,-0.05)) #(x,y)
ax3.xaxis.set_minor_locator(MultipleLocator(10))
ax3.grid(axis='both', which='both', color='0.9', ls='--') 

#overall figure
fig_installs_annual.suptitle('Annual Installs with Replacements Decade Average Post 2050', fontsize=24, y=1)
plt.show()
fig_installs_annual.savefig('energyresults-annualInstalls-decade.png', dpi=300, bbox_inches='tight')
In [101]:
cumu_installs_annually = cc_cumu.filter(like='newInstalled')
plt.plot(cumu_installs_annually/1e6)
plt.legend(sim1.scenario.keys())
plt.ylabel('Cumulative installed [TW]')
plt.title('Replacements Adjusted Deployment Curve \n Cumulative Installs with Replacements')
plt.ylim(0,)
Out[101]:
(0.0, 421.4995979152636)
In [102]:
cumu_installs = cc_cumu.filter(like='newInstalled')
plt.bar(scennames_labels, cumu_installs.loc[2100]/1e6, tick_label=scennames_labels, color=colorpalette)
#plt.legend(scennames)
plt.xticks(rotation=90)
plt.ylabel('Cumulative installed [TW]')
plt.title('Cumulative Installs with Replacements')
plt.ylim(0,410)
Out[102]:
(0.0, 410.0)
In [103]:
total_deploy = cumu_installs.iloc[-1,]/1e6
total_deploy.index = scennames_labels_flat
In [104]:
cumu_installs = cc_cumu.filter(like='newInstalled')

fig_installs_cumu, (ax0,ax2,ax3) = plt.subplots(1,3,figsize=(15,6), sharey=True, 
                                      gridspec_kw={'wspace': 0, 'width_ratios': [1.5,1,1.5]})
#BAU
ax0.bar(scennames_labels[0:5], cumu_installs.iloc[-1,0:5]/1e6,# width=0.1, 
        tick_label=scennames_labels[0:5], color=colorpalette[0:5])
ax0.set_ylim(0,410)
ax0.set_ylabel('Cumulative installed [TW]', fontsize=20)
ax0.set_title('Baseline', fontsize=14)
ax0.set_xticklabels(labels=scennames_labels[0:5], rotation=45)

#Extreme
ax2.bar(scennames_labels[5:8], cumu_installs.iloc[-1,5:8]/1e6, #width=0.8,
        tick_label=scennames_labels[5:8], color=colorpalette[5:8])
ax2.set_title('Extreme', fontsize=14)
ax2.set_xticklabels(labels=scennames_labels[5:8], rotation=45)

#Ambitious
ax3.bar(scennames_labels[8:], cumu_installs.iloc[-1,8:]/1e6, #width=0.8,
        tick_label=scennames_labels[8:], color=colorpalette[8:], hatch='x', edgecolor='white')
ax3.set_title('Ambitious', fontsize=14)
ax3.set_xticklabels(labels=scennames_labels[8:], rotation=45)

#overall fig
fig_installs_cumu.suptitle('Cumulative Installs with Replacements', fontsize=24)

plt.show()

fig_installs_cumu.savefig('energyresults-cumulativedeploy.png', dpi=300, bbox_inches='tight')
In [105]:
cumulative_nameplate_installs = global_projection.loc[2100,'World_cum'] #MW
print('The nameplate installations for energy transition and through 2100 are '+str(cumulative_nameplate_installs/1e6)+' TW.')

The nameplate installations for energy transition and through 2100 are 85.966 TW.
In [106]:
global_projection['World_annual_[MWdc]'].sum()
Out[106]:
85966000.0

Additional_installs = cumu_installs.loc[2100]-global_projection.loc[2100,'World_cum'] plt.bar(scennames_labels, Additional_installs/1e6, tick_label=scennames_labels, color=colorpalette)

plt.legend(scennames)¶

plt.ylabel('Cumulative Replacements [TW]') plt.title('Replacements Required by Technology') plt.xticks(rotation=90) plt.ylim(0,410)

RESULTS: Virgin Material Demands¶

cumu_virgin_module = cc_cumu.filter(like='VirginStock_Module') plt.bar(scennames_labels, cumu_virgin_module.loc[2100]/1e9, tick_label=scennames_labels, color=colorpalette)

plt.legend(scennames)¶

plt.title('Cumulative Virgin Material Demands') plt.ylabel('Virgin Material Requirements\n[billion tonnes]') plt.xticks(rotation=90)

In [107]:
cumu_virgin_module_bt = cc_cumu.filter(like='VirginStock_Module')/1e9

fig_vmat_cumu, (ax0,ax2,ax3) = plt.subplots(1,3,figsize=(15,6), sharey=True, 
                                      gridspec_kw={'wspace': 0, 'width_ratios': [1.5,1,1.5]})
#BAU
ax0.bar(scennames_labels[0:5], cumu_virgin_module_bt.iloc[-1,0:5],# width=0.1, 
        tick_label=scennames_labels[0:5], color=colorpalette[0:5])
ax0.set_ylim(0,12.5)
ax0.set_ylabel('Cumulative Virgin Material Demand\n[billion metric tonnes]', fontsize=20)
ax0.set_title('Baseline', fontsize=14)
ax0.set_xticklabels(labels=scennames_labels[0:5], rotation=45)

#Extreme
ax2.bar(scennames_labels[5:8], cumu_virgin_module_bt.iloc[-1,5:8], #width=0.8,
        tick_label=scennames_labels[5:8], color=colorpalette[5:8])
ax2.set_title('Extreme', fontsize=14)
ax2.set_xticklabels(labels=scennames_labels[5:8], rotation=45)

#Ambitious
ax3.bar(scennames_labels[8:], cumu_virgin_module_bt.iloc[-1,8:], #width=0.8,
        tick_label=scennames_labels[8:], color=colorpalette[8:], hatch='x', edgecolor='white')
ax3.set_title('Ambitious', fontsize=14)
ax3.set_xticklabels(labels=scennames_labels[8:], rotation=45)

#overall fig
fig_vmat_cumu.suptitle('Cumulative Virgin Material Demands', fontsize=24)
plt.show()

fig_vmat_cumu.savefig('energyresults-cumuMatDemand.png', dpi=300, bbox_inches='tight')
In [108]:
virgin = cumu_virgin_module_bt.iloc[-1,:]
virgin.index=scennames_labels_flat
In [109]:
recycledperc_virginstock = cc_cumu.filter(like='VirginStock').filter(like='Recycled')
recycledperc_virginstock.drop('VirginStock_Module_sim1_h_RecycledPERC_[Tonnes]',axis=1, inplace=True)
plt.bar(recycledperc_virginstock.columns, recycledperc_virginstock.loc[2100]/1e6, tick_label = MATERIALS, color=colormats)
plt.ylabel('Million Metric tonnes')
Out[109]:
Text(0, 0.5, 'Million Metric tonnes')

cumu_virgin_module = cc_cumu.filter(like='VirginStock_Module') plt.plot(cumu_virgin_module/1e9) plt.legend(scennames_labels_flat) plt.title('Cumulative Virgin Material Extraction: Module') plt.ylabel('Virgin Material Requirements\n[billion tonnes]') plt.ylim(0,)

In [110]:
annual_virgin_module = cc_yearly.filter(like='VirginStock_Module')
plt.plot(annual_virgin_module/1e6)
plt.legend(scennames_labels)
plt.title('Annual Virgin Material Extraction: Module')
plt.ylabel('Virgin Material Requirements\n[million tonnes]')
plt.ylim(0,)
Out[110]:
(0.0, 457.5520683054699)

annual_virgin_module_mt = annual_virgin_module/1e6

fig, (ax1,ax2,ax3) = plt.subplots(1,3,figsize=(15,5), sharey=True, sharex=True, gridspec_kw={'wspace':0})

BAU¶

ax1.set_prop_cycle(color=colorpalette[0:5]) ax1.plot(annual_virgin_module_mt.iloc[:,0:5], label=scennames_labels_flat[0:5]) # baselines ax1.set_title('Business as Usual', fontsize=14) ax1.set_ylabel('Annual Material Demands\n[million metric tonnes]', fontsize=20) ax1.set_xlim(2000,2100) ax1.set_ylim(0,8.5) ax1.legend(bbox_to_anchor=(0.9,-0.05)) ax1.set_ylim(0,450)

Extreme¶

ax2.set_prop_cycle(color=colorpalette[5:8])

ax2.plot(annual_virgin_module_mt.iloc[:,5:8], label=scennames_labels_flat[5:8])

create glowlines for Extreme scens¶

n_lines = 10 diff_linewidth = 1.05 alpha_value = 0.05 for n in range(1, n_lines+1):
ax2.plot(annual_virgin_module_mt.iloc[:,5], linewidth=2+(diff_linewidth*n), alpha=alpha_value, color=colorpalette[5])

for n in range(1, n_lines+1):
ax2.plot(annual_virgin_module_mt.iloc[:,6], linewidth=2+(diff_linewidth*n), alpha=alpha_value, color=colorpalette[6])

for n in range(1, n_lines+1):
ax2.plot(annual_virgin_module_mt.iloc[:,7], linewidth=2+(diff_linewidth*n), alpha=alpha_value, color=colorpalette[7])

ax2.set_title('Extreme', fontsize=14) ax2.legend(bbox_to_anchor=(0.9,-0.05))

Ambitious¶

ax3.set_prop_cycle(color=colorpalette[8:]) ax3.plot(annual_virgin_module_mt.iloc[:,8:], label=scennames_labels_flat[8:], ls='--')# ax3.set_title('Ambitious', fontsize=14) ax3.legend(bbox_to_anchor=(1.05,-0.05)) #(x,y)

overall figure¶

fig.suptitle('Annual Material Demands', fontsize=24, y=1) plt.show() fig.savefig('energyresults-annualMatDemands.png', dpi=300, bbox_inches='tight')

In [111]:
#do it by decade to match up with annual installs graphs
annual_virgin_module = cc_yearly.filter(like='VirginStock_Module')
virgin_module_annual = annual_virgin_module.loc[2051:,]
virgin_module_decades = virgin_module_annual.groupby(np.arange(len(virgin_module_annual))//10).sum()
virgin_module_decades.index = ['2051-2060','2061-2070','2071-2080','2081-2090','2091-2100']
virgin_module_decades
#this is the sum each decade, still need to divide by 10 for annual
Out[111]:
VirginStock_Module_sim1_PV_ICE_[Tonnes] VirginStock_Module_sim1_r_PERC_[Tonnes] VirginStock_Module_sim1_r_SHJ_[Tonnes] VirginStock_Module_sim1_r_TOPCon_[Tonnes] VirginStock_Module_sim1_r_IRENA_[Tonnes] VirginStock_Module_sim1_ex_Life_[Tonnes] VirginStock_Module_sim1_ex_High_eff_[Tonnes] VirginStock_Module_sim1_ex_Circular_[Tonnes] VirginStock_Module_sim1_h_EffLife_[Tonnes] VirginStock_Module_sim1_h_50PERC_[Tonnes] VirginStock_Module_sim1_h_RecycledPERC_[Tonnes] VirginStock_Module_sim1_h_Perovskite_life_[Tonnes] VirginStock_Module_sim1_h_Perovskite_Eff_[Tonnes]
2051-2060 4.220275e+08 4.839221e+08 4.598659e+08 4.696811e+08 8.512090e+08 3.207434e+08 1.042054e+09 6.313944e+08 5.578403e+08 3.495455e+08 5.105496e+08 4.902461e+08 2.082044e+08
2061-2070 1.052121e+09 6.044583e+08 5.746617e+08 5.869387e+08 1.241424e+09 3.210288e+08 1.776717e+09 5.434961e+08 1.163110e+09 4.448512e+08 7.617865e+08 4.438205e+08 3.838557e+08
2071-2080 1.879663e+09 1.070382e+09 1.017616e+09 1.039357e+09 1.279354e+09 4.133023e+08 1.772052e+09 5.114741e+08 1.203043e+09 6.940257e+08 7.084091e+08 5.156364e+08 4.081377e+08
2081-2090 1.539121e+09 9.026544e+08 8.581590e+08 8.764918e+08 1.192064e+09 1.039803e+09 1.565795e+09 6.228530e+08 1.322924e+09 1.096209e+09 5.941487e+08 4.032937e+08 4.803577e+08
2091-2100 8.971855e+08 5.981208e+08 5.686381e+08 5.807857e+08 1.423912e+09 1.886202e+09 2.206847e+09 5.808271e+08 7.636461e+08 1.459864e+09 7.633263e+08 4.817317e+08 4.557869e+08
In [112]:
annual_virgin_module_decademod = annual_virgin_module.copy()
for col in annual_virgin_module_decademod:
    annual_virgin_module_decademod.loc[2051:2060,col] = virgin_module_decades.loc['2051-2060',col]/10
    annual_virgin_module_decademod.loc[2061:2070,col] = virgin_module_decades.loc['2061-2070',col]/10
    annual_virgin_module_decademod.loc[2071:2080,col] = virgin_module_decades.loc['2071-2080',col]/10
    annual_virgin_module_decademod.loc[2081:2090,col] = virgin_module_decades.loc['2081-2090',col]/10
    annual_virgin_module_decademod.loc[2091:2100,col] = virgin_module_decades.loc['2091-2100',col]/10
    
#plt.plot(annual_virgin_module_decademod)
In [113]:
annual_virgin_module_decademod_mt = annual_virgin_module_decademod/1e6

fig_vmat_annual, (ax1,ax2,ax3) = plt.subplots(1,3,figsize=(15,5), sharey=True, sharex=True, 
                                      gridspec_kw={'wspace':0})

#BAU
ax1.set_prop_cycle(color=colorpalette[0:5])
ax1.plot(annual_virgin_module_decademod_mt.iloc[:,0:5], label=scennames_labels_flat[0:5]) # baselines
ax1.set_title('Business as Usual', fontsize=14)
ax1.set_ylabel('Annual Material Demands\n[million metric tonnes]', fontsize=20)
ax1.set_xlim(2000,2100)
ax1.set_ylim(0,8.5)
ax1.legend(bbox_to_anchor=(0.9,-0.05))
ax1.set_ylim(0,450)
ax1.xaxis.set_minor_locator(MultipleLocator(10))
ax1.grid(axis='both', which='both', color='0.9', ls='--') 


#Extreme
ax2.set_prop_cycle(color=colorpalette[5:8])

ax2.plot(annual_virgin_module_decademod_mt.iloc[:,5:8], label=scennames_labels_flat[5:8])
ax2.xaxis.set_minor_locator(MultipleLocator(10))
ax2.grid(axis='both', which='both', color='0.9', ls='--') 

#create glowlines for Extreme scens
n_lines = 10
diff_linewidth = 1.05
alpha_value = 0.05
for n in range(1, n_lines+1):    
    ax2.plot(annual_virgin_module_decademod_mt.iloc[:,5],
            linewidth=2+(diff_linewidth*n),
            alpha=alpha_value,
            color=colorpalette[5])

for n in range(1, n_lines+1):    
    ax2.plot(annual_virgin_module_decademod_mt.iloc[:,6],
            linewidth=2+(diff_linewidth*n),
            alpha=alpha_value,
            color=colorpalette[6])

for n in range(1, n_lines+1):    
    ax2.plot(annual_virgin_module_decademod_mt.iloc[:,7],
            linewidth=2+(diff_linewidth*n),
            alpha=alpha_value,
            color=colorpalette[7])

ax2.set_title('Extreme', fontsize=14)
ax2.legend(bbox_to_anchor=(0.9,-0.05))

#Ambitious
ax3.set_prop_cycle(color=colorpalette[8:])
ax3.plot(annual_virgin_module_decademod_mt.iloc[:,8:], label=scennames_labels_flat[8:], ls='--')# 
ax3.set_title('Ambitious', fontsize=14)
ax3.legend(bbox_to_anchor=(1.05,-0.05)) #(x,y)
ax3.xaxis.set_minor_locator(MultipleLocator(10))
ax3.grid(axis='both', which='both', color='0.9', ls='--') 

#overall figure

fig_vmat_annual.suptitle('Annual Material Demands Decade Average Post 2050', fontsize=24, y=1)
plt.show()
fig_vmat_annual.savefig('energyresults-annualMatDemands-decade.png', dpi=300, bbox_inches='tight')

plt.fig_effectiveCap fig_installs_annual fig_vmat_annual

In [114]:
#print out masses for stacked bar charts
#mass_cumu = cc_cumu.loc[[2100]].filter(like='PV_ICE_[Tonnes]')
mass_cumu_virgin = cc_cumu.filter(like='VirginStock').loc[2100]
mass_cumu_wasteall = cc_cumu.filter(like='WasteAll').loc[2100]
mass_cumu = pd.concat([mass_cumu_virgin,mass_cumu_wasteall])
mass_cumu.to_csv(os.path.join(testfolder, 'cc_cumu_mass_2100results.csv'))
In [115]:
cc_cumu.to_csv(os.path.join(testfolder, 'cc_cumu_mass_results.csv'))

RESULTS: Lifecycle Wastes¶

cumu_lifecycle_wastes = cc_cumu.filter(like='WasteAll_Module')

plt.bar(scennames_labels, cumu_lifecycle_wastes.loc[2100]/1e9, tick_label=scennames_labels, color=colorpalette)

plt.legend(scennames)¶

plt.title('Cumulative Lifecycle Wastes') plt.ylabel('Lifecycle Wastes\n[billion tonnes]') plt.xticks(rotation=90)

In [116]:
cumu_lifecycle_wastes_bt = cc_cumu.filter(like='WasteAll_Module')/1e9

fig_wastes, (ax0,ax2,ax3) = plt.subplots(1,3,figsize=(15,6), sharey=True, 
                                      gridspec_kw={'wspace': 0, 'width_ratios': [1.5,1,1.5]})
#BAU
ax0.bar(scennames_labels[0:5], cumu_lifecycle_wastes_bt.iloc[-1,0:5],# width=0.1, 
        tick_label=scennames_labels[0:5], color=colorpalette[0:5])
ax0.set_ylim(0,9)
ax0.set_ylabel('Lifecycle Wastes\n[billion tonnes]', fontsize=20)
ax0.set_title('Baseline', fontsize=14)
ax0.set_xticklabels(labels=scennames_labels[0:5], rotation=45)
ax0.grid(axis='y', color='0.9', ls='--') 
ax0.set_axisbelow(True)

#Extreme
ax2.bar(scennames_labels[5:8], cumu_lifecycle_wastes_bt.iloc[-1,5:8], #width=0.8,
        tick_label=scennames_labels[5:8], color=colorpalette[5:8])
ax2.set_title('Extreme', fontsize=14)
ax2.set_xticklabels(labels=scennames_labels[5:8], rotation=45)
ax2.grid(axis='y', color='0.9', ls='--') 
ax2.set_axisbelow(True)

#Ambitious
ax3.bar(scennames_labels[8:], cumu_lifecycle_wastes_bt.iloc[-1,8:], #width=0.8,
        tick_label=scennames_labels[8:], color=colorpalette[8:], hatch='x', edgecolor='white')
ax3.set_title('Ambitious', fontsize=14)
ax3.set_xticklabels(labels=scennames_labels[8:], rotation=45)
ax3.grid(axis='y', color='0.9', ls='--') 
ax3.set_axisbelow(True)

#overall fig
fig_wastes.suptitle('Cumulative Lifecycle Wastes', fontsize=24)
plt.show()

fig_wastes.savefig('energyresults-cumuWaste.png', dpi=300, bbox_inches='tight')
In [117]:
wastes = cumu_lifecycle_wastes_bt.iloc[-1,:]
wastes.index=scennames_labels_flat
In [119]:
annual_waste_module = cc_yearly.filter(like='WasteAll_Module')
plt.plot(annual_waste_module/1e6)
plt.legend(scennames_labels_flat)
plt.title('Annual Waste: Module')
plt.ylabel('Lifecycle Wastes\n[million tonnes]')
plt.ylim(0,)
Out[119]:
(0.0, 285.99090351050876)
In [ ]:
In [120]:
#do it by decade to match up with annual installs graphs
waste_module_annual = annual_waste_module.loc[2051:,]
waste_module_decades = waste_module_annual.groupby(np.arange(len(waste_module_annual))//10).sum()
waste_module_decades.index = ['2051-2060','2061-2070','2071-2080','2081-2090','2091-2100']
waste_module_decades
#this is the sum each decade, still need to divide by 10 for annual
Out[120]:
WasteAll_Module_sim1_PV_ICE_[Tonnes] WasteAll_Module_sim1_r_PERC_[Tonnes] WasteAll_Module_sim1_r_SHJ_[Tonnes] WasteAll_Module_sim1_r_TOPCon_[Tonnes] WasteAll_Module_sim1_r_IRENA_[Tonnes] WasteAll_Module_sim1_ex_Life_[Tonnes] WasteAll_Module_sim1_ex_High_eff_[Tonnes] WasteAll_Module_sim1_ex_Circular_[Tonnes] WasteAll_Module_sim1_h_EffLife_[Tonnes] WasteAll_Module_sim1_h_50PERC_[Tonnes] WasteAll_Module_sim1_h_RecycledPERC_[Tonnes] WasteAll_Module_sim1_h_Perovskite_life_[Tonnes] WasteAll_Module_sim1_h_Perovskite_Eff_[Tonnes]
2051-2060 1.486041e+08 1.496903e+08 1.424777e+08 1.455273e+08 4.585761e+08 1.970195e+07 8.233827e+08 1.786120e+08 3.607979e+08 2.426518e+07 1.122939e+08 2.057279e+08 2.570542e+08
2061-2070 9.108933e+08 2.760397e+08 2.624269e+08 2.680331e+08 8.905605e+08 1.377886e+07 1.692441e+09 2.258881e+08 1.103942e+09 1.322163e+08 3.057050e+08 3.239871e+08 2.964263e+08
2071-2080 1.839154e+09 7.715851e+08 7.335337e+08 7.492048e+08 8.818120e+08 1.242771e+08 1.678985e+09 2.510558e+08 1.109874e+09 4.118560e+08 2.747754e+08 1.526176e+08 3.248582e+08
2081-2090 1.406897e+09 5.777745e+08 5.492803e+08 5.610154e+08 7.483706e+08 8.974020e+08 1.422095e+09 2.136201e+08 1.242594e+09 8.610871e+08 1.712102e+08 3.134026e+08 2.770534e+08
2091-2100 6.548639e+08 2.537908e+08 2.412744e+08 2.464292e+08 1.010307e+09 1.936591e+09 2.181817e+09 2.424898e+08 5.741778e+08 1.271646e+09 3.222844e+08 2.273176e+08 3.140682e+08
In [121]:
annual_waste_module_decademod = annual_waste_module.copy()
for col in annual_waste_module_decademod:
    annual_waste_module_decademod.loc[2051:2060,col] = waste_module_decades.loc['2051-2060',col]/10
    annual_waste_module_decademod.loc[2061:2070,col] = waste_module_decades.loc['2061-2070',col]/10
    annual_waste_module_decademod.loc[2071:2080,col] = waste_module_decades.loc['2071-2080',col]/10
    annual_waste_module_decademod.loc[2081:2090,col] = waste_module_decades.loc['2081-2090',col]/10
    annual_waste_module_decademod.loc[2091:2100,col] = waste_module_decades.loc['2091-2100',col]/10
    
#plt.plot(annual_virgin_module_decademod)

annual_waste_module_decademod_mt = annual_waste_module_decademod/1e6

fig, (ax1,ax2,ax3) = plt.subplots(1,3,figsize=(15,5), sharey=True, sharex=True, gridspec_kw={'wspace':0})

BAU¶

ax1.set_prop_cycle(color=colorpalette[0:5]) ax1.plot(annual_waste_module_decademod_mt.iloc[:,0:5], label=scennames_labels_flat[0:5]) # baselines ax1.set_title('Business as Usual', fontsize=14) ax1.set_ylabel('Lifecycle Wastes\n[million tonnes]', fontsize=20) ax1.set_xlim(2000,2100) ax1.set_ylim(0,225) ax1.legend(bbox_to_anchor=(0.9,-0.05))

Extreme¶

ax2.set_prop_cycle(color=colorpalette[5:8]) ax2.plot(annual_waste_module_decademod_mt.iloc[:,5:8], label=scennames_labels_flat[5:8]) #,

create glowlines for Extreme scens¶

n_lines = 10 diff_linewidth = 1.05 alpha_value = 0.05 for n in range(1, n_lines+1):
ax2.plot(annual_waste_module_decademod_mt.iloc[:,5], linewidth=2+(diff_linewidth*n), alpha=alpha_value, color=colorpalette[5])

for n in range(1, n_lines+1):
ax2.plot(annual_waste_module_decademod_mt.iloc[:,6], linewidth=2+(diff_linewidth*n), alpha=alpha_value, color=colorpalette[6])

for n in range(1, n_lines+1):
ax2.plot(annual_waste_module_decademod_mt.iloc[:,7], linewidth=2+(diff_linewidth*n), alpha=alpha_value, color=colorpalette[7])

ax2.set_title('Extreme', fontsize=14) ax2.legend(bbox_to_anchor=(0.9,-0.05))

Ambitious¶

ax3.set_prop_cycle(color=colorpalette[8:]) ax3.plot(annual_waste_module_decademod_mt.iloc[:,8:], label=scennames_labels_flat[8:], ls='--')# ax3.set_title('Ambitious', fontsize=14) ax3.legend(bbox_to_anchor=(1.05,-0.05)) #(x,y)

overall figure¶

fig.suptitle('Annual Lifecycle Wastes', fontsize=24, y=1) plt.show() fig.savefig('energyresults-annualwaste.png', dpi=300, bbox_inches='tight')

In [122]:
sim1.scenario['r_IRENA'].dataOut_m.loc[45:,]
Out[122]:
Area Cumulative_Active_Area EOL_BadStatus EOL_Landfill0 EOL_PATHS EOL_PG Effective_Capacity_[W] Landfill_0_ProjLife MerchantTail_Area MerchantTail_[W] ... Yearly_Sum_Area_PathsBad Yearly_Sum_Area_PathsGood Yearly_Sum_Area_atEOL Yearly_Sum_Power_EOLby_Degradation Yearly_Sum_Power_EOLby_Failure Yearly_Sum_Power_EOLby_ProjectLifetime Yearly_Sum_Power_PathsBad Yearly_Sum_Power_PathsGood Yearly_Sum_Power_atEOL irradiance_stc
45 2.156352e+10 2.639097e+11 6.331016e+08 3.599990e+08 6.331016e+08 0.000000e+00 5.204818e+13 0.000000e+00 0.0 0.0 ... 9.931006e+08 0.000000e+00 9.931006e+08 0.000000e+00 1.690801e+11 0.000000e+00 1.690801e+11 0.000000e+00 1.690801e+11 1000.0
46 2.277744e+10 2.852119e+11 7.918401e+08 5.015907e+08 9.736761e+08 1.818361e+08 5.629956e+13 9.367313e+07 0.0 0.0 ... 1.199758e+09 1.818361e+08 1.475267e+09 0.000000e+00 2.048438e+11 3.920075e+10 2.048438e+11 2.587249e+10 2.440445e+11 1000.0
47 2.368685e+10 3.074125e+11 1.014382e+09 4.718918e+08 1.014382e+09 0.000000e+00 6.072043e+13 0.000000e+00 0.0 0.0 ... 1.486274e+09 0.000000e+00 1.486274e+09 0.000000e+00 2.530263e+11 0.000000e+00 2.530263e+11 0.000000e+00 2.530263e+11 1000.0
48 2.541251e+10 3.302016e+11 1.849495e+09 7.739023e+08 1.849495e+09 0.000000e+00 6.531079e+13 0.000000e+00 0.0 0.0 ... 2.623398e+09 0.000000e+00 2.623398e+09 1.458332e+11 2.944727e+11 0.000000e+00 4.403059e+11 0.000000e+00 2.944727e+11 1000.0
49 2.687649e+10 3.535782e+11 2.546148e+09 9.537117e+08 2.546148e+09 0.000000e+00 7.007065e+13 0.000000e+00 0.0 0.0 ... 3.499859e+09 0.000000e+00 3.499859e+09 2.352396e+11 3.360730e+11 0.000000e+00 5.713126e+11 0.000000e+00 3.360730e+11 1000.0
50 2.839800e+10 3.776024e+11 3.280368e+09 1.093456e+09 3.280368e+09 0.000000e+00 7.500000e+13 0.000000e+00 0.0 0.0 ... 4.373824e+09 0.000000e+00 4.373824e+09 3.392698e+11 3.764483e+11 0.000000e+00 7.157180e+11 0.000000e+00 3.764483e+11 1000.0
51 7.818817e+09 3.802168e+11 3.903329e+09 1.301110e+09 3.903329e+09 0.000000e+00 7.521932e+13 0.000000e+00 0.0 0.0 ... 5.204439e+09 0.000000e+00 5.204439e+09 4.393412e+11 4.165337e+11 0.000000e+00 8.558749e+11 0.000000e+00 4.165337e+11 1000.0
52 8.259984e+09 3.827135e+11 4.322424e+09 1.440808e+09 4.322424e+09 0.000000e+00 7.543864e+13 0.000000e+00 0.0 0.0 ... 5.763232e+09 0.000000e+00 5.763232e+09 4.861187e+11 4.648717e+11 0.000000e+00 9.509904e+11 0.000000e+00 4.648717e+11 1000.0
53 8.930657e+09 3.850321e+11 4.959089e+09 1.653030e+09 4.959089e+09 0.000000e+00 7.565796e+13 0.000000e+00 0.0 0.0 ... 6.612119e+09 0.000000e+00 6.612119e+09 5.828217e+11 5.138304e+11 0.000000e+00 1.096652e+12 0.000000e+00 5.138304e+11 1000.0
54 9.615337e+09 3.871796e+11 5.600874e+09 1.866958e+09 5.600874e+09 0.000000e+00 7.587728e+13 0.000000e+00 0.0 0.0 ... 7.467832e+09 0.000000e+00 7.467832e+09 6.820958e+11 5.632999e+11 0.000000e+00 1.245396e+12 0.000000e+00 5.632999e+11 1000.0
55 1.030867e+10 3.891646e+11 6.242734e+09 2.080911e+09 6.242734e+09 0.000000e+00 7.609660e+13 0.000000e+00 0.0 0.0 ... 8.323645e+09 0.000000e+00 8.323645e+09 7.828031e+11 6.132403e+11 0.000000e+00 1.396043e+12 0.000000e+00 6.132403e+11 1000.0
56 1.100487e+10 3.909969e+11 6.879433e+09 2.293144e+09 6.879433e+09 0.000000e+00 7.631592e+13 0.000000e+00 0.0 0.0 ... 9.172577e+09 0.000000e+00 9.172577e+09 8.836305e+11 6.636891e+11 0.000000e+00 1.547320e+12 0.000000e+00 6.636891e+11 1000.0
57 1.169021e+10 3.926599e+11 7.520413e+09 2.506804e+09 7.520413e+09 0.000000e+00 7.653524e+13 0.000000e+00 0.0 0.0 ... 1.002722e+10 0.000000e+00 1.002722e+10 9.812925e+11 7.149172e+11 0.000000e+00 1.696210e+12 0.000000e+00 7.149172e+11 1000.0
58 1.242590e+10 3.941427e+11 8.207297e+09 2.735766e+09 8.207297e+09 0.000000e+00 7.675456e+13 0.000000e+00 0.0 0.0 ... 1.094306e+10 0.000000e+00 1.094306e+10 1.090245e+12 7.659296e+11 0.000000e+00 1.856174e+12 0.000000e+00 7.659296e+11 1000.0
59 1.310634e+10 3.954696e+11 8.834563e+09 2.944854e+09 8.834563e+09 0.000000e+00 7.697388e+13 0.000000e+00 0.0 0.0 ... 1.177942e+10 0.000000e+00 1.177942e+10 1.186378e+12 8.176080e+11 0.000000e+00 2.003986e+12 0.000000e+00 8.176080e+11 1000.0
60 1.387192e+10 3.966181e+11 9.542593e+09 3.180864e+09 9.542593e+09 0.000000e+00 7.719320e+13 0.000000e+00 0.0 0.0 ... 1.272346e+10 0.000000e+00 1.272346e+10 1.302488e+12 8.680401e+11 0.000000e+00 2.170528e+12 0.000000e+00 8.680401e+11 1000.0
61 1.458040e+10 3.976117e+11 1.019008e+10 3.396694e+09 1.019008e+10 0.000000e+00 7.741252e+13 0.000000e+00 0.0 0.0 ... 1.358678e+10 0.000000e+00 1.358678e+10 1.406767e+12 9.177397e+11 0.000000e+00 2.324506e+12 0.000000e+00 9.177397e+11 1000.0
62 1.524655e+10 3.984680e+11 1.079269e+10 3.597562e+09 1.079269e+10 0.000000e+00 7.763184e+13 0.000000e+00 0.0 0.0 ... 1.439025e+10 0.000000e+00 1.439025e+10 1.502284e+12 9.668899e+11 0.000000e+00 2.469174e+12 0.000000e+00 9.668899e+11 1000.0
63 1.601268e+10 3.991591e+11 1.149119e+10 3.830397e+09 1.149119e+10 0.000000e+00 7.785116e+13 0.000000e+00 0.0 0.0 ... 1.532159e+10 0.000000e+00 1.532159e+10 1.623168e+12 1.012667e+12 0.000000e+00 2.635835e+12 0.000000e+00 1.012667e+12 1000.0
64 1.666028e+10 3.997246e+11 1.207114e+10 4.023712e+09 1.207114e+10 0.000000e+00 7.807048e+13 0.000000e+00 0.0 0.0 ... 1.609485e+10 0.000000e+00 1.609485e+10 1.720399e+12 1.056022e+12 0.000000e+00 2.776422e+12 0.000000e+00 1.056022e+12 1000.0
65 1.735453e+10 4.001519e+11 1.269542e+10 4.231808e+09 1.269542e+10 0.000000e+00 7.828980e+13 0.000000e+00 0.0 0.0 ... 1.692723e+10 0.000000e+00 1.692723e+10 1.832690e+12 1.094580e+12 0.000000e+00 2.927270e+12 0.000000e+00 1.094580e+12 1000.0
66 1.807644e+10 4.004342e+11 1.334557e+10 4.448524e+09 1.334557e+10 0.000000e+00 7.850912e+13 0.000000e+00 0.0 0.0 ... 1.779410e+10 0.000000e+00 1.779410e+10 1.958430e+12 1.125775e+12 0.000000e+00 3.084204e+12 0.000000e+00 1.125775e+12 1000.0
67 1.866982e+10 4.006103e+11 1.387031e+10 4.623438e+09 1.387031e+10 0.000000e+00 7.872844e+13 0.000000e+00 0.0 0.0 ... 1.849375e+10 0.000000e+00 1.849375e+10 2.063218e+12 1.149644e+12 0.000000e+00 3.212862e+12 0.000000e+00 1.149644e+12 1000.0
68 1.928448e+10 4.006737e+11 1.441580e+10 4.805267e+09 1.441580e+10 0.000000e+00 7.894776e+13 0.000000e+00 0.0 0.0 ... 1.922107e+10 0.000000e+00 1.922107e+10 2.183076e+12 1.163125e+12 0.000000e+00 3.346201e+12 0.000000e+00 1.163125e+12 1000.0
69 1.990126e+10 4.006238e+11 1.496336e+10 4.987787e+09 1.496336e+10 0.000000e+00 7.916708e+13 0.000000e+00 0.0 0.0 ... 1.995115e+10 0.000000e+00 1.995115e+10 2.317031e+12 1.162976e+12 0.000000e+00 3.480007e+12 0.000000e+00 1.162976e+12 1000.0
70 2.043235e+10 4.004848e+11 1.542847e+10 5.142823e+09 1.542847e+10 0.000000e+00 7.938640e+13 0.000000e+00 0.0 0.0 ... 2.057129e+10 0.000000e+00 2.057129e+10 2.447716e+12 1.147244e+12 0.000000e+00 3.594960e+12 0.000000e+00 1.147244e+12 1000.0
71 2.080451e+10 4.003008e+11 1.574139e+10 5.247132e+09 1.574139e+10 0.000000e+00 7.960572e+13 0.000000e+00 0.0 0.0 ... 2.098853e+10 0.000000e+00 2.098853e+10 2.559618e+12 1.115331e+12 0.000000e+00 3.674949e+12 0.000000e+00 1.115331e+12 1000.0
72 2.126737e+10 4.000476e+11 1.614042e+10 5.380139e+09 1.614042e+10 0.000000e+00 7.982504e+13 0.000000e+00 0.0 0.0 ... 2.152056e+10 0.000000e+00 2.152056e+10 2.713089e+12 1.061802e+12 0.000000e+00 3.774891e+12 0.000000e+00 1.061802e+12 1000.0
73 2.147611e+10 3.997955e+11 1.629615e+10 5.432049e+09 1.629615e+10 0.000000e+00 8.004436e+13 0.000000e+00 0.0 0.0 ... 2.172820e+10 0.000000e+00 2.172820e+10 2.831163e+12 9.877644e+11 0.000000e+00 3.818928e+12 0.000000e+00 9.877644e+11 1000.0
74 2.199703e+10 3.994662e+11 1.674481e+10 5.581602e+09 1.674481e+10 0.000000e+00 8.026368e+13 0.000000e+00 0.0 0.0 ... 2.232641e+10 0.000000e+00 2.232641e+10 3.047884e+12 8.837619e+11 0.000000e+00 3.931646e+12 0.000000e+00 8.837619e+11 1000.0
75 2.225212e+10 3.991362e+11 1.693655e+10 5.645518e+09 1.693655e+10 0.000000e+00 8.048300e+13 0.000000e+00 0.0 0.0 ... 2.258207e+10 0.000000e+00 2.258207e+10 3.234533e+12 7.513470e+11 0.000000e+00 3.985880e+12 0.000000e+00 7.513470e+11 1000.0
76 2.241326e+10 3.988387e+11 1.703306e+10 5.677686e+09 1.703306e+10 0.000000e+00 8.070232e+13 0.000000e+00 0.0 0.0 ... 2.271074e+10 0.000000e+00 2.271074e+10 3.429335e+12 5.901092e+11 0.000000e+00 4.019444e+12 0.000000e+00 5.901092e+11 1000.0
77 1.129572e+10 4.013604e+11 6.580585e+09 2.193528e+09 6.580585e+09 0.000000e+00 8.092164e+13 0.000000e+00 0.0 0.0 ... 8.774113e+09 0.000000e+00 8.774113e+09 9.441983e+11 6.275008e+11 0.000000e+00 1.571699e+12 0.000000e+00 6.275008e+11 1000.0
78 1.172716e+10 4.037934e+11 6.970620e+09 2.323540e+09 6.970620e+09 0.000000e+00 8.114096e+13 0.000000e+00 0.0 0.0 ... 9.294160e+09 0.000000e+00 9.294160e+09 9.974735e+11 6.672551e+11 0.000000e+00 1.664729e+12 0.000000e+00 6.672551e+11 1000.0
79 1.228559e+10 4.061057e+11 7.479901e+09 2.493300e+09 7.479901e+09 0.000000e+00 8.136028e+13 0.000000e+00 0.0 0.0 ... 9.973202e+09 0.000000e+00 9.973202e+09 1.078464e+12 7.072335e+11 0.000000e+00 1.785697e+12 0.000000e+00 7.072335e+11 1000.0
80 1.285203e+10 4.082954e+11 7.996750e+09 2.665583e+09 7.996750e+09 0.000000e+00 8.157960e+13 0.000000e+00 0.0 0.0 ... 1.066233e+10 0.000000e+00 1.066233e+10 1.161146e+12 7.472817e+11 0.000000e+00 1.908427e+12 0.000000e+00 7.472817e+11 1000.0
81 1.342289e+10 4.103612e+11 8.517850e+09 2.839283e+09 8.517850e+09 0.000000e+00 8.179892e+13 0.000000e+00 0.0 0.0 ... 1.135713e+10 0.000000e+00 1.135713e+10 1.244873e+12 7.872586e+11 0.000000e+00 2.032131e+12 0.000000e+00 7.872586e+11 1000.0
82 1.399440e+10 4.123026e+11 9.039714e+09 3.013238e+09 9.039714e+09 0.000000e+00 8.201824e+13 0.000000e+00 0.0 0.0 ... 1.205295e+10 0.000000e+00 1.205295e+10 1.328945e+12 8.270334e+11 0.000000e+00 2.155978e+12 0.000000e+00 8.270334e+11 1000.0
83 1.455882e+10 4.141213e+11 9.555152e+09 3.185051e+09 9.555152e+09 0.000000e+00 8.223756e+13 0.000000e+00 0.0 0.0 ... 1.274020e+10 0.000000e+00 1.274020e+10 1.411707e+12 8.665564e+11 0.000000e+00 2.278263e+12 0.000000e+00 8.665564e+11 1000.0
84 1.514638e+10 4.158107e+11 1.009267e+10 3.364223e+09 1.009267e+10 0.000000e+00 8.245688e+13 0.000000e+00 0.0 0.0 ... 1.345689e+10 0.000000e+00 1.345689e+10 1.500548e+12 9.050921e+11 0.000000e+00 2.405640e+12 0.000000e+00 9.050921e+11 1000.0
85 1.570012e+10 4.173790e+11 1.059890e+10 3.532967e+09 1.059890e+10 0.000000e+00 8.267620e+13 0.000000e+00 0.0 0.0 ... 1.413187e+10 0.000000e+00 1.413187e+10 1.582718e+12 9.428583e+11 0.000000e+00 2.525576e+12 0.000000e+00 9.428583e+11 1000.0
86 1.629134e+10 4.188157e+11 1.114095e+10 3.713651e+09 1.114095e+10 0.000000e+00 8.289552e+13 0.000000e+00 0.0 0.0 ... 1.485460e+10 0.000000e+00 1.485460e+10 1.675170e+12 9.785895e+11 0.000000e+00 2.653759e+12 0.000000e+00 9.785895e+11 1000.0
87 1.684202e+10 4.201301e+11 1.164571e+10 3.881904e+09 1.164571e+10 0.000000e+00 8.311484e+13 0.000000e+00 0.0 0.0 ... 1.552761e+10 0.000000e+00 1.552761e+10 1.760725e+12 1.012298e+12 0.000000e+00 2.773023e+12 0.000000e+00 1.012298e+12 1000.0
88 1.735934e+10 4.213294e+11 1.212008e+10 4.040027e+09 1.212008e+10 0.000000e+00 8.333416e+13 0.000000e+00 0.0 0.0 ... 1.616011e+10 0.000000e+00 1.616011e+10 1.841170e+12 1.043777e+12 0.000000e+00 2.884946e+12 0.000000e+00 1.043777e+12 1000.0
89 1.791344e+10 4.224027e+11 1.263011e+10 4.210036e+09 1.263011e+10 0.000000e+00 8.355348e+13 0.000000e+00 0.0 0.0 ... 1.684015e+10 0.000000e+00 1.684015e+10 1.933686e+12 1.071277e+12 0.000000e+00 3.004963e+12 0.000000e+00 1.071277e+12 1000.0
90 1.838566e+10 4.233690e+11 1.306449e+10 4.354831e+09 1.306449e+10 0.000000e+00 8.377280e+13 0.000000e+00 0.0 0.0 ... 1.741933e+10 0.000000e+00 1.741933e+10 2.011891e+12 1.095073e+12 0.000000e+00 3.106964e+12 0.000000e+00 1.095073e+12 1000.0
91 1.886009e+10 4.242260e+11 1.350234e+10 4.500781e+09 1.350234e+10 0.000000e+00 8.399212e+13 0.000000e+00 0.0 0.0 ... 1.800312e+10 0.000000e+00 1.800312e+10 2.095728e+12 1.113726e+12 0.000000e+00 3.209455e+12 0.000000e+00 1.113726e+12 1000.0
92 1.931998e+10 4.249753e+11 1.392796e+10 4.642653e+09 1.392796e+10 0.000000e+00 8.421144e+13 0.000000e+00 0.0 0.0 ... 1.857061e+10 0.000000e+00 1.857061e+10 2.182906e+12 1.125837e+12 0.000000e+00 3.308743e+12 0.000000e+00 1.125837e+12 1000.0
93 1.967992e+10 4.256404e+11 1.426115e+10 4.753717e+09 1.426115e+10 0.000000e+00 8.443076e+13 0.000000e+00 0.0 0.0 ... 1.901487e+10 0.000000e+00 1.901487e+10 2.254562e+12 1.131481e+12 0.000000e+00 3.386043e+12 0.000000e+00 1.131481e+12 1000.0
94 2.001569e+10 4.262254e+11 1.457299e+10 4.857664e+09 1.457299e+10 0.000000e+00 8.465008e+13 0.000000e+00 0.0 0.0 ... 1.943066e+10 0.000000e+00 1.943066e+10 2.328789e+12 1.129238e+12 0.000000e+00 3.458027e+12 0.000000e+00 1.129238e+12 1000.0
95 2.031097e+10 4.267391e+11 1.484795e+10 4.949317e+09 1.484795e+10 0.000000e+00 8.486940e+13 0.000000e+00 0.0 0.0 ... 1.979727e+10 0.000000e+00 1.979727e+10 2.403271e+12 1.117831e+12 0.000000e+00 3.521102e+12 0.000000e+00 1.117831e+12 1000.0
96 2.051590e+10 4.272031e+11 1.503889e+10 5.012964e+09 1.503889e+10 0.000000e+00 8.508872e+13 0.000000e+00 0.0 0.0 ... 2.005186e+10 0.000000e+00 2.005186e+10 2.467405e+12 1.096896e+12 0.000000e+00 3.564301e+12 0.000000e+00 1.096896e+12 1000.0
97 2.059272e+10 4.276493e+11 1.510992e+10 5.036639e+09 1.510992e+10 0.000000e+00 8.530804e+13 0.000000e+00 0.0 0.0 ... 2.014655e+10 0.000000e+00 2.014655e+10 2.512347e+12 1.066968e+12 0.000000e+00 3.579315e+12 0.000000e+00 1.066968e+12 1000.0
98 2.067058e+10 4.280776e+11 1.518175e+10 5.060583e+09 1.518175e+10 0.000000e+00 8.552736e+13 0.000000e+00 0.0 0.0 ... 2.024233e+10 0.000000e+00 2.024233e+10 2.568241e+12 1.026317e+12 0.000000e+00 3.594559e+12 0.000000e+00 1.026317e+12 1000.0
99 2.056911e+10 4.285342e+11 1.508435e+10 5.028115e+09 1.508435e+10 0.000000e+00 8.574668e+13 0.000000e+00 0.0 0.0 ... 2.011246e+10 0.000000e+00 2.011246e+10 2.593449e+12 9.769010e+11 0.000000e+00 3.570350e+12 0.000000e+00 9.769010e+11 1000.0
100 2.058426e+10 4.289920e+11 1.509484e+10 5.031613e+09 1.509484e+10 0.000000e+00 8.596600e+13 0.000000e+00 0.0 0.0 ... 2.012645e+10 0.000000e+00 2.012645e+10 2.656356e+12 9.154398e+11 0.000000e+00 3.571796e+12 0.000000e+00 9.154398e+11 1000.0

56 rows × 45 columns

fig_installs_cumu fig_vmat_cumu fig_wastes

In [123]:
# Figure of cumulative capacity and mass metrics
fig_mat_cumu, axs = plt.subplots(3,3,figsize=(15,18),
                         gridspec_kw={'wspace': 0, 'hspace':0.1, 'width_ratios': [1.5,1,1.5]})

#Cumulative Installs-------------------------------------------------
#BAU
axs[0,0].bar(scennames_labels[0:5], cumu_installs.iloc[-1,0:5]/1e6,# width=0.1, 
        tick_label=scennames_labels[0:5], color=colorpalette[0:5])
axs[0,0].set_ylim(0,410)
axs[0,0].set_ylabel('Cumulative Installed\n[TW]', fontsize=20)
axs[0,0].set_title('Business as Usual', fontsize=14)
axs[0,0].set_xticklabels([])
axs[0,0].grid(axis='y', color='0.9', ls='--') 
axs[0,0].set_axisbelow(True)

#Extreme
axs[0,1].set_ylim(axs[0,0].get_ylim())
axs[0,1].bar(scennames_labels[5:8], cumu_installs.iloc[-1,5:8]/1e6, #width=0.8,
        tick_label=scennames_labels[5:8], color=colorpalette[5:8])
axs[0,1].set_title('Extreme', fontsize=14)
axs[0,1].set_xticklabels([])
axs[0,1].set_yticklabels([])
axs[0,1].grid(axis='y', color='0.9', ls='--') 
axs[0,1].set_axisbelow(True)

#Ambitious
axs[0,2].set_ylim(axs[0,0].get_ylim())
axs[0,2].bar(scennames_labels[8:], cumu_installs.iloc[-1,8:]/1e6, #width=0.8,
        tick_label=scennames_labels[8:], color=colorpalette[8:], hatch='x', edgecolor='white')
axs[0,2].set_title('Ambitious', fontsize=14)
axs[0,2].set_xticklabels([])
axs[0,2].set_yticklabels([])
axs[0,2].grid(axis='y', color='0.9', ls='--') 
axs[0,2].set_axisbelow(True)


#Virgin Material Demand-------------------------------------------
#BAU
axs[1,0].bar(scennames_labels[0:5], cumu_virgin_module_bt.iloc[-1,0:5],# width=0.1, 
        tick_label=scennames_labels[0:5], color=colorpalette[0:5])
axs[1,0].set_ylim(0,12.5)
axs[1,0].set_ylabel('Virgin Material Demand\n[billion metric tonnes]', fontsize=20)
#axs[1,0].set_title('Baseline', fontsize=14)
axs[1,0].set_xticklabels([])
axs[1,0].grid(axis='y', color='0.9', ls='--') 
axs[1,0].set_axisbelow(True)

#Extreme
axs[1,1].set_ylim(axs[1,0].get_ylim())
axs[1,1].bar(scennames_labels[5:8], cumu_virgin_module_bt.iloc[-1,5:8], #width=0.8,
        tick_label=scennames_labels[5:8], color=colorpalette[5:8])
axs[1,1].set_title('Cumulative Virgin Material Demand', fontsize=24)
axs[1,1].set_xticklabels([])
axs[1,1].set_yticklabels([])
axs[1,1].grid(axis='y', color='0.9', ls='--') 
axs[1,1].set_axisbelow(True)

#Ambitious
axs[1,2].set_ylim(axs[1,0].get_ylim())
axs[1,2].bar(scennames_labels[8:], cumu_virgin_module_bt.iloc[-1,8:], #width=0.8,
        tick_label=scennames_labels[8:], color=colorpalette[8:], hatch='x', edgecolor='white')
#axs[1,2].set_title('Ambitious', fontsize=14)
axs[1,2].set_xticklabels([])
axs[1,2].set_yticklabels([])
axs[1,2].grid(axis='y', color='0.9', ls='--') 
axs[1,2].set_axisbelow(True)

#Lifecycle Wastes-------------------------------------------------
#BAU
axs[2,0].bar(scennames_labels[0:5], cumu_lifecycle_wastes_bt.iloc[-1,0:5],# width=0.1, 
        tick_label=scennames_labels[0:5], color=colorpalette[0:5])
axs[2,0].set_ylim(0,9)
axs[2,0].set_ylabel('Lifecycle Wastes\n[billion tonnes]', fontsize=20)
#axs[2,0].set_title('Baseline', fontsize=14)
axs[2,0].set_xticklabels(labels=scennames_labels[0:5], rotation=45)
axs[2,0].grid(axis='y', color='0.9', ls='--') 
axs[2,0].set_axisbelow(True)

#Extreme
axs[2,1].set_ylim(axs[2,0].get_ylim())
axs[2,1].bar(scennames_labels[5:8], cumu_lifecycle_wastes_bt.iloc[-1,5:8], #width=0.8,
        tick_label=scennames_labels[5:8], color=colorpalette[5:8])
axs[2,1].set_title('Cumulative Lifecycle Wastes', fontsize=24)
axs[2,1].set_xticklabels(labels=scennames_labels[5:8], rotation=45)
axs[2,1].set_yticklabels([])
axs[2,1].grid(axis='y', color='0.9', ls='--') 
axs[2,1].set_axisbelow(True)

#Ambitious
axs[2,2].set_ylim(axs[2,0].get_ylim())
axs[2,2].bar(scennames_labels[8:], cumu_lifecycle_wastes_bt.iloc[-1,8:], #width=0.8,
        tick_label=scennames_labels[8:], color=colorpalette[8:], hatch='x', edgecolor='white')
#axs[2,2].set_title('Ambitious', fontsize=14)
axs[2,2].set_xticklabels(labels=scennames_labels[8:], rotation=45)
axs[2,2].set_yticklabels([])#yaxis.set_visible(False)
axs[2,2].grid(axis='y', color='0.9', ls='--') 
axs[2,2].set_axisbelow(True)

#Overall Figure
fig_mat_cumu.suptitle('Cumulative Installed Capacity', fontsize=24, y=0.92)
fig_mat_cumu.savefig('energyresults-Cumu-CapMass.png', dpi=300, bbox_inches='tight')
fig_mat_cumu.show()

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\2093484581.py:102: UserWarning: Matplotlib is currently using module://matplotlib_inline.backend_inline, which is a non-GUI backend, so cannot show the figure.
  fig_mat_cumu.show()

RESULTS: Energy¶

Energy Generation¶

Because of different bifi factors, they do NOT produce the same energy

energyGen = allenergy.filter(like='e_out_annual')¶

plt.plot(energyGen/1e12) plt.legend(scennames_labels) plt.title('Annual Energy Generation') plt.ylabel('Energy Generation [TWh]') plt.ylim(0,)

Annual Energy Demands through 2050¶

Increasing the steepness of the curve

In [124]:
e_annual_sumDemands = energy_demands.filter(like='demand_total')

plt.plot(e_annual_sumDemands/1e12) plt.legend(scennames_labels_flat) plt.title('Annual Energy Demands') plt.ylabel('Energy Demands\n[TWh]') plt.ylim(0,) plt.xlim(2000,2050)

In [125]:
#ember electricity demand
world_elec_demand = pd.read_csv(os.path.join(altBaselinesfolder, 'ember-world-electricity-demand.csv'), index_col='year')
#Haegel energy demand research
#added 4 2050 datapoints to above DF
elec_2050 = pd.DataFrame({2050:[58000],2050:[103400],2050:[105000],2050:[85300],})
elec_2050
Out[125]:
2050
0 85300
In [126]:
#calculate percentage of world electricity demands
elec_mean_2050 = world_elec_demand.loc[2050,'Electricity_demand_twh'].mean()
idx_temp_edmd = pd.Series(range(2023,2051,1))
late_elec_demand = pd.DataFrame(columns=['Electricity_demand_twh'],index=idx_temp_edmd)
late_elec_demand.loc[2050] = elec_mean_2050
elec_demand_goal = pd.DataFrame(pd.concat([world_elec_demand.loc[:2022,'Electricity_demand_twh'],
                                           late_elec_demand.loc[:,'Electricity_demand_twh']]),
                               dtype=float)
elec_demand = elec_demand_goal.interpolate()
In [127]:
e_annual_sumDemands_TWh = e_annual_sumDemands/1e12
prct_elec_demand_2050 = e_annual_sumDemands_TWh.loc[:2050]/elec_demand.values*100
prct_elec_demand_2050.loc[2050]
Out[127]:
PV_ICE_e_demand_total               4.642290
r_PERC_e_demand_total               5.236465
r_SHJ_e_demand_total                4.986337
r_TOPCon_e_demand_total             5.092431
r_IRENA_e_demand_total              6.788117
ex_Life_e_demand_total              4.404259
ex_High_eff_e_demand_total          3.964407
ex_Circular_e_demand_total          8.723496
h_EffLife_e_demand_total            3.870223
h_50PERC_e_demand_total             4.512408
h_RecycledPERC_e_demand_total       7.918209
h_Perovskite_life_e_demand_total    7.707805
h_Perovskite_Eff_e_demand_total     5.513072
Name: 2050, dtype: float64
In [128]:
sim1.scenario['r_IRENA'].material['glass'].matdataOut_e
Out[128]:
mat_extraction mat_MFG_virgin mat_MFG_virgin_fuel mat_MFGScrap_LQ mat_MFGScrap_HQ mat_MFGScrap_HQ_fuel mat_Landfill mat_Landfill_fuel mat_EoL_ReMFG_clean mat_Recycled_LQ mat_Recycled_HQ mat_Recycled_HQ_fuel
0 5.347604e+08 2.294971e+11 1.836114e+11 4.001527e+09 4.001527e+08 2.000763e+08 1.929307e+08 1.504860e+08 0.0 0.000000e+00 0.000000e+00 0.000000e+00
1 1.894837e+08 8.035842e+10 6.428545e+10 1.417876e+09 1.417876e+08 7.089380e+07 6.836193e+07 5.332230e+07 0.0 4.176129e+01 2.505677e+00 1.252839e+00
2 2.278207e+08 9.521559e+10 7.636298e+10 1.704746e+09 1.704746e+08 8.523728e+07 8.219508e+07 6.411216e+07 0.0 1.707163e+03 1.024298e+02 5.121490e+01
3 3.453459e+08 1.422102e+11 1.143511e+11 2.584168e+09 2.584168e+08 1.292084e+08 1.246104e+08 9.719611e+07 0.0 1.421993e+04 8.531957e+02 4.265979e+02
4 7.000218e+08 2.839568e+11 2.289496e+11 5.238152e+09 5.238152e+08 2.619076e+08 2.526262e+08 1.970485e+08 0.0 6.223970e+04 3.734382e+03 1.867191e+03
... ... ... ... ... ... ... ... ... ... ... ... ...
96 1.158933e+12 3.939689e+14 3.419601e+14 8.932419e+12 6.029383e+12 3.014691e+12 6.612601e+12 5.157829e+12 0.0 2.025177e+14 1.366995e+14 6.834973e+13
97 1.162286e+12 3.951085e+14 3.429493e+14 8.965865e+12 6.051959e+12 3.025979e+12 6.643774e+12 5.182144e+12 0.0 2.034741e+14 1.373450e+14 6.867252e+13
98 1.165694e+12 3.962673e+14 3.439550e+14 8.999766e+12 6.074842e+12 3.037421e+12 6.675302e+12 5.206736e+12 0.0 2.044414e+14 1.379980e+14 6.899899e+13
99 1.161507e+12 3.948438e+14 3.427195e+14 8.955588e+12 6.045022e+12 3.022511e+12 6.632562e+12 5.173399e+12 0.0 2.031298e+14 1.371126e+14 6.855631e+13
100 1.162403e+12 3.951486e+14 3.429840e+14 8.962182e+12 6.049473e+12 3.024737e+12 6.637179e+12 5.176999e+12 0.0 2.032711e+14 1.372080e+14 6.860400e+13

101 rows × 12 columns

In [129]:
e_annual_sumDemands_TWh = e_annual_sumDemands/1e12

fig, ax1 = plt.subplots()

#world electricity demand
#ax1.plot(world_elec_demand.iloc[0:2022,0], label='Global Electricity Demand', ls='dashdot')

#BAU
ax1.plot(e_annual_sumDemands_TWh.iloc[:,0:5])

#Extreme
ax1.plot(e_annual_sumDemands_TWh.iloc[:,5:8])
#create glowlines for Extreme scens
n_lines = 10
diff_linewidth = 1.05
alpha_value = 0.05
for n in range(1, n_lines+1):
    ax1.plot(e_annual_sumDemands_TWh.iloc[:,5],
            linewidth=2+(diff_linewidth*n),
            alpha=alpha_value,
            color=colorpalette[5])

for n in range(1, n_lines+1):    
    ax1.plot(e_annual_sumDemands_TWh.iloc[:,6],
            linewidth=2+(diff_linewidth*n),
            alpha=alpha_value,
            color=colorpalette[6])

for n in range(1, n_lines+1):    
    ax1.plot(e_annual_sumDemands_TWh.iloc[:,7],
            linewidth=2+(diff_linewidth*n),
            alpha=alpha_value,
            color=colorpalette[7])

#Ambitious
ax1.plot(e_annual_sumDemands_TWh.iloc[:,8:], ls='--')

ax1.legend(scennames_labels_flat)
plt.title('Annual Energy Demands')
plt.ylabel('Energy Demands\n[TWh]')
plt.ylim(0,)
plt.xlim(2000,2050)

plt.show()
In [130]:
e_annual_demands_TWh = e_annual_sumDemands/1e12

fig, (ax1,ax2,ax3) = plt.subplots(1,3,figsize=(15,5), sharey=True, sharex=True, 
                                      gridspec_kw={'wspace':0})
#ax1.plot(world_elec_demand.iloc[:2022,0], label='Global Electricity Demand', ls='dashdot')
#ax1.scatter(x=2050, y=elec_2050.T, label='Global Electricity Demand')

#BAU
ax1.set_prop_cycle(color=colorpalette[0:5])
ax1.plot(prct_elec_demand_2050.iloc[:2050,0:5], label=scennames_labels_flat[0:5]) # baselines
ax1.set_title('Business as Usual', fontsize=14)
ax1.set_ylabel('Percent of Global Annual\nElectricity Demand [%]', fontsize=20)
ax1.set_xlim(2000,2050)
ax1.set_ylim(0,10)
ax1.legend(bbox_to_anchor=(0.9,-0.05))


#Extreme
#ax2.plot(world_elec_demand.iloc[:,0], label='Global Electricity Demand', ls='dashdot')
ax2.set_prop_cycle(color=colorpalette[5:8])
ax2.plot(prct_elec_demand_2050.iloc[:2050,5:8], label=scennames_labels_flat[5:8]) #, color=colorpalette[4:7])

#create glowlines for Extreme scens
n_lines = 10
diff_linewidth = 1.05
alpha_value = 0.05
for n in range(1, n_lines+1):    
    ax2.plot(prct_elec_demand_2050.iloc[:2050,5],
            linewidth=2+(diff_linewidth*n),
            alpha=alpha_value,
            color=colorpalette[5])

for n in range(1, n_lines+1):    
    ax2.plot(prct_elec_demand_2050.iloc[:2050,6],
            linewidth=2+(diff_linewidth*n),
            alpha=alpha_value,
            color=colorpalette[6])

for n in range(1, n_lines+1):    
    ax2.plot(prct_elec_demand_2050.iloc[:2050,7],
            linewidth=2+(diff_linewidth*n),
            alpha=alpha_value,
            color=colorpalette[7])

ax2.set_title('Extreme', fontsize=14)
ax2.legend(bbox_to_anchor=(0.9,-0.05))

#Ambitious
#ax3.plot(world_elec_demand.iloc[:,0], label='Global Electricity Demand', ls='dashdot')
ax3.set_prop_cycle(color=colorpalette[8:])
ax3.plot(prct_elec_demand_2050.iloc[:2050,8:], label=scennames_labels_flat[8:], ls='--')# 
ax3.set_title('Ambitious', fontsize=14)
ax3.legend(bbox_to_anchor=(1.05,-0.05)) #(x,y)

#overall figure
fig.suptitle('Annual Energy Demand as Percent of\nProjected Global Electricity Demand through 2050', fontsize=24, y=1.1)
plt.show()
fig.savefig('energyresults-annualEnergyDemands2050.png', dpi=300, bbox_inches='tight')

Energy Demands¶

In [131]:
e_annual_sumDemands_cumu = e_annual_sumDemands.cumsum()

plt.bar(e_annual_sumDemands_cumu.columns, e_annual_sumDemands_cumu.loc[2100]/1e12, tick_label=(scennames_labels), color=colorpalette) plt.title('Cumulative Lifecycle Energy Demands') plt.ylabel('Cumulative Energy Demands\n[TWh]') plt.xticks(rotation=90)

In [132]:
cumu_e_demands_twh = e_annual_sumDemands_cumu.loc[2100]/1e12
cumu_e_demands_twh.index = scennames_labels_flat

fig_eDemands, (ax0,ax2,ax3) = plt.subplots(1,3,figsize=(15,6), sharey=True, 
                                      gridspec_kw={'wspace': 0, 'width_ratios': [1.5,1,1.5]})
#BAU
ax0.bar(scennames_labels[0:5], cumu_e_demands_twh.iloc[0:5]/1e6,# width=0.1, 
        tick_label=scennames_labels[0:5], color=colorpalette[0:5])
ax0.set_ylim(0,)
ax0.set_ylabel('Cumulative Energy Demands [TWh]', fontsize=20)
ax0.set_title('Baseline', fontsize=14)
ax0.set_xticklabels(labels=scennames_labels[0:5], rotation=45)

#Extreme
ax2.bar(scennames_labels[5:8], cumu_e_demands_twh.iloc[5:8]/1e6, #width=0.8,
        tick_label=scennames_labels[5:8], color=colorpalette[5:8])
ax2.set_title('Extreme', fontsize=14)
ax2.set_xticklabels(labels=scennames_labels[5:8], rotation=45)

#Ambitious
ax3.bar(scennames_labels[8:], cumu_e_demands_twh.iloc[8:]/1e6, #width=0.8,
        tick_label=scennames_labels[8:], color=colorpalette[8:], hatch='x', edgecolor='white')
ax3.set_title('Ambitious', fontsize=14)
ax3.set_xticklabels(labels=scennames_labels[8:], rotation=45)

#overall fig

fig_eDemands.suptitle('Cumulative Lifecycle Energy Demands', fontsize=24)
plt.show()

fig_eDemands.savefig('energyresults-energyDemands.png', dpi=300, bbox_inches='tight')
In [133]:
#select material demands that are not fuel
e_fuels = energy_demands.filter(like='_fuel')
e_energydemands = energy_demands.loc[:,~energy_demands.columns.isin(e_fuels.columns)]
#sum energy demands by material
e_mfging_bymat = pd.DataFrame()
for scen in sim1.scenario.keys():
    e_energy_mfg_scen = e_energydemands.filter(like=scen).filter(like='_MFG_')
    e_energy_mod_mfg_scen = energy_demands.filter(like=scen).filter(like='mod_MFG')
    e_mfging_bymat = pd.concat([e_mfging_bymat,e_energy_mfg_scen,e_energy_mod_mfg_scen], axis=1)
In [134]:
cum_e_mfging_bymat = e_mfging_bymat.cumsum().loc[2100]
cum_e_mfging_bymat
Out[134]:
PV_ICE_glass_mat_MFG_virgin                         2.830129e+16
PV_ICE_silicon_mat_MFG_virgin                       6.254999e+16
PV_ICE_silver_mat_MFG_virgin                        4.701355e+14
PV_ICE_aluminium_frames_mat_MFG_virgin              1.991850e+16
PV_ICE_copper_mat_MFG_virgin                        8.627977e+13
                                                        ...     
h_Perovskite_Eff_aluminium_frames_mat_MFG_virgin    1.008780e+16
h_Perovskite_Eff_copper_mat_MFG_virgin              1.691510e+14
h_Perovskite_Eff_encapsulant_mat_MFG_virgin         4.328103e+15
h_Perovskite_Eff_backsheet_mat_MFG_virgin           2.728711e+13
h_Perovskite_Eff_mod_MFG                            5.144008e+15
Name: 2100, Length: 104, dtype: float64
In [135]:
#run 2x rn??
#energy demands by material mfging
plt.bar(e_annual_sumDemands_cumu.columns, e_annual_sumDemands_cumu.loc[2100], 
        tick_label=(scennames_labels), color=colorpalette)

#Materials
cume_mfg_glass = cum_e_mfging_bymat.filter(like='glass')
cume_mfg_silicon = cum_e_mfging_bymat.filter(like='silicon')
cume_mfg_silver = cum_e_mfging_bymat.filter(like='silver')
cume_mfg_aluminium_frames = cum_e_mfging_bymat.filter(like='aluminium_frames')
cume_mfg_copper = cum_e_mfging_bymat.filter(like='copper')
cume_mfg_encapsulant = cum_e_mfging_bymat.filter(like='encapsulant')
cume_mfg_backsheet = cum_e_mfging_bymat.filter(like='backsheet')
cume_mfg_mod = cum_e_mfging_bymat.filter(like='mod')

bot_ag = cume_mfg_glass.values+cume_mfg_silicon.values
bot_al = cume_mfg_glass.values+cume_mfg_silicon.values+cume_mfg_silver.values
bot_cu = cume_mfg_glass.values+cume_mfg_silicon.values+cume_mfg_silver.values+cume_mfg_aluminium_frames.values
bot_encap = cume_mfg_glass.values+cume_mfg_silicon.values+cume_mfg_silver.values+cume_mfg_aluminium_frames.values+cume_mfg_copper.values
bot_back = cume_mfg_glass.values+cume_mfg_silicon.values+cume_mfg_silver.values+cume_mfg_aluminium_frames.values+cume_mfg_copper.values+cume_mfg_encapsulant.values
bot_mod = cume_mfg_glass.values+cume_mfg_silicon.values+cume_mfg_silver.values+cume_mfg_aluminium_frames.values+cume_mfg_copper.values+cume_mfg_encapsulant.values+cume_mfg_backsheet.values

plt.bar(scennames_labels, cume_mfg_glass, color = colormats[0], hatch='.')
plt.bar(scennames_labels, cume_mfg_silicon, bottom = cume_mfg_glass, color=colormats[1], hatch='.')
plt.bar(scennames_labels, cume_mfg_silver, bottom = bot_ag, color=colormats[2], hatch='.')
plt.bar(scennames_labels, cume_mfg_aluminium_frames, bottom = bot_al, color=colormats[3], hatch='.')
plt.bar(scennames_labels, cume_mfg_copper, bottom = bot_cu , color=colormats[4], hatch='.')
plt.bar(scennames_labels, cume_mfg_encapsulant, bottom = bot_encap ,color=colormats[5], hatch='.')
plt.bar(scennames_labels, cume_mfg_backsheet, bottom = bot_back, color=colormats[6], hatch='.')
plt.bar(scennames_labels, cume_mfg_mod, bottom = bot_back, color='white', hatch='.')

plt.xticks(rotation=90)

plt.legend(MATERIALS)
Out[135]:
<matplotlib.legend.Legend at 0x16d4e8c2ac0>

Net Energy¶

In [136]:
energyGen_cumu = energyGen.cumsum()
energyGen_cumu.columns = e_annual_sumDemands_cumu.columns = scennames_labels_flat
netEnergy_cumu = energyGen_cumu.loc[[2100]] - e_annual_sumDemands_cumu.loc[[2100]]
In [137]:
e_annual_sumDemands_cumu.loc[[2100]]
Out[137]:
PV_ICE PERC SHJ TOPCon Low Quality Long-Lived High Eff Circular High Eff + Long-life Long-Life + Recycling Recycled-Si + Long-life Circular + Long-life Circular + High Eff
year
2100 1.466231e+17 1.475607e+17 1.405366e+17 1.435070e+17 2.380080e+17 1.069267e+17 1.499343e+17 1.984212e+17 1.098536e+17 1.140336e+17 2.158102e+17 1.759010e+17 1.632541e+17
In [138]:
netEnergy_cumu
Out[138]:
PV_ICE PERC SHJ TOPCon Low Quality Long-Lived High Eff Circular High Eff + Long-life Long-Life + Recycling Recycled-Si + Long-life Circular + Long-life Circular + High Eff
year
2100 7.041407e+18 7.543631e+18 7.694416e+18 7.619565e+18 6.950022e+18 7.332684e+18 7.699394e+18 6.989608e+18 7.739475e+18 7.325577e+18 6.972219e+18 7.012129e+18 7.024776e+18

plt.bar(netEnergy_cumu.columns, netEnergy_cumu.loc[2100]/1e12, tick_label=(scennames_labels), color=colorpalette) plt.title('Net Energy Cumulatively') plt.ylabel('Cumulative Net Energy [TWh]')

plt.ylim(4e6,5.5e6)¶

plt.xticks(rotation=90)

In [139]:
cumu_netEnergy_twh = netEnergy_cumu.loc[2100]/1e15

fig, (ax0,ax2,ax3) = plt.subplots(1,3,figsize=(15,6), sharey=True, 
                                      gridspec_kw={'wspace': 0, 'width_ratios': [1.5,1,1.5]})
#BAU
ax0.bar(scennames_labels[0:5], cumu_netEnergy_twh.iloc[0:5],# width=0.1, 
        tick_label=scennames_labels[0:5], color=colorpalette[0:5])
ax0.set_ylim(0,8000)
ax0.set_ylabel('Cumulative Net Energy [TWh]', fontsize=20)
ax0.set_title('Baseline', fontsize=14)
ax0.set_xticklabels(labels=scennames_labels[0:5], rotation=45)

#Extreme
ax2.bar(scennames_labels[5:8], cumu_netEnergy_twh.iloc[5:8], #width=0.8,
        tick_label=scennames_labels[5:8], color=colorpalette[5:8])
ax2.set_title('Extreme', fontsize=14)
ax2.set_xticklabels(labels=scennames_labels[5:8], rotation=45)

#Ambitious
ax3.bar(scennames_labels[8:], cumu_netEnergy_twh.iloc[8:], #width=0.8,
        tick_label=scennames_labels[8:], color=colorpalette[8:], hatch='x', edgecolor='white')
ax3.set_title('Ambitious', fontsize=14)
ax3.set_xticklabels(labels=scennames_labels[8:], rotation=45)

#overall fig

fig.suptitle('Net Energy Cumulatively', fontsize=24)
plt.show()

fig.savefig('energyresults-cumuNetEnergy.png', dpi=300, bbox_inches='tight')

netEnergy_relative = netEnergy_cumu - netEnergy_cumu.loc[2100,'PV_ICE'] netEnergy_relative plt.bar(netEnergy_relative.columns, netEnergy_relative.loc[2100]/1e12, tick_label=(scennames_labels), color=colorpalette) plt.title('Cumulatively Net Energy Relative to PV ICE') plt.ylabel('Relative Cumulative Net Energy [TWh]') plt.xticks(rotation=90)

In [140]:
netEnergy_cumu_norm = netEnergy_cumu/netEnergy_cumu.loc[2100,'PV_ICE']
netEnergy_cumu_norm_waterfall = netEnergy_cumu_norm-1
netEnergy_cumu_norm
Out[140]:
PV_ICE PERC SHJ TOPCon Low Quality Long-Lived High Eff Circular High Eff + Long-life Long-Life + Recycling Recycled-Si + Long-life Circular + Long-life Circular + High Eff
year
2100 1.0 1.071324 1.092738 1.082108 0.987022 1.041366 1.093445 0.992644 1.099138 1.040357 0.990174 0.995842 0.997638

plt.bar(netEnergy_cumu.columns, netEnergy_cumu_norm_waterfall.loc[2100], tick_label=(scennames_labels), color=colorpalette) plt.title('Net Energy Cumulatively Relative to PV ICE') plt.ylabel('Relative Cumulative Net Energy')

plt.ylim(-0.026,0.005)¶

plt.plot(0.0, lw=2) plt.xticks(rotation=90)

In [141]:
netEnergy_cumu_norm_waterfall
Out[141]:
PV_ICE PERC SHJ TOPCon Low Quality Long-Lived High Eff Circular High Eff + Long-life Long-Life + Recycling Recycled-Si + Long-life Circular + Long-life Circular + High Eff
year
2100 0.0 0.071324 0.092738 0.082108 -0.012978 0.041366 0.093445 -0.007356 0.099138 0.040357 -0.009826 -0.004158 -0.002362
In [142]:
fig_eNetE, (ax0,ax2,ax3) = plt.subplots(1,3,figsize=(15,6), sharey=True, 
                                      gridspec_kw={'wspace': 0, 'width_ratios': [1.5,1,1.5]})
#BAU
ax0.bar(scennames_labels[0:5], netEnergy_cumu_norm_waterfall.iloc[-1,0:5],# width=0.1, 
        tick_label=scennames_labels[0:5], color=colorpalette[0:5])
#ax0.set_ylim(0,410)
ax0.set_ylabel('Cumulative installed [TW]', fontsize=20)
ax0.set_title('Baseline', fontsize=14)
ax0.set_xticklabels(labels=scennames_labels[0:5], rotation=45)
ax0.axhline(0, lw=1, color='black')

#Extreme
ax2.bar(scennames_labels[5:8], netEnergy_cumu_norm_waterfall.iloc[-1,5:8], #width=0.8,
        tick_label=scennames_labels[5:8], color=colorpalette[5:8])
ax2.set_title('Extreme', fontsize=14)
ax2.set_xticklabels(labels=scennames_labels[5:8], rotation=45)
ax2.axhline(0, lw=1, color='black')

#Ambitious
ax3.bar(scennames_labels[8:], netEnergy_cumu_norm_waterfall.iloc[-1,8:], #width=0.8,
        tick_label=scennames_labels[8:], color=colorpalette[8:], hatch='x', edgecolor='white')
ax3.set_title('Ambitious', fontsize=14)
ax3.set_xticklabels(labels=scennames_labels[8:], rotation=45)

#overall fig
ax3.axhline(0, lw=1, color='black')

fig_eNetE.suptitle('Normalized Net Energy', fontsize=24)
plt.show()

fig_eNetE.savefig('energyresults-cumuNetEnergyNorm.png', dpi=300, bbox_inches='tight')
In [143]:
netenergy_final = netEnergy_cumu.loc[2100]/1e12
In [144]:
energyGen.columns = e_annual_sumDemands.columns = scennames_labels_flat
annual_net_energy = energyGen - e_annual_sumDemands

plt.plot(annual_net_energy/1e12) plt.legend(scennames_labels_flat) plt.title('Annual Net Energy') plt.ylabel('Net Energy (Eout - Ein)\n[TWh]') plt.ylim(0,) plt.xlim(2000,2100)

Energy Balance¶

Inspired by EROI, this is all the energy generation divided by all the energy demanded for all systems deployed in energy transition. This is giving us an idea of our energy bang for energy buck

In [145]:
energyBalance_allyears = energyGen_cumu/e_annual_sumDemands_cumu

plt.bar(energyBalance_allyears.columns, energyBalance_allyears.loc[2100], tick_label=(scennames_labels), color=colorpalette) plt.title('Energy Balance') plt.ylabel('Unitless') plt.xticks(rotation=90)

In [146]:
energyBalance = energyBalance_allyears.loc[2100]

fig_eBalance, (ax0,ax2,ax3) = plt.subplots(1,3,figsize=(15,6), sharey=True, 
                                      gridspec_kw={'wspace': 0, 'width_ratios': [1.5,1,1.5]})
#BAU
ax0.bar(scennames_labels[0:5], energyBalance.iloc[0:5],# width=0.1, 
        tick_label=scennames_labels[0:5], color=colorpalette[0:5])
ax0.set_ylim(0,75)
ax0.set_ylabel('Energy Balance [Unitless]', fontsize=20)
ax0.set_title('Baseline', fontsize=14)
ax0.set_xticklabels(labels=scennames_labels[0:5], rotation=45)

#Extreme
ax2.bar(scennames_labels[5:8], energyBalance.iloc[5:8], #width=0.8,
        tick_label=scennames_labels[5:8], color=colorpalette[5:8])
ax2.set_title('Extreme', fontsize=14)
ax2.set_xticklabels(labels=scennames_labels[5:8], rotation=45)

#Ambitious
ax3.bar(scennames_labels[8:], energyBalance.iloc[8:], #width=0.8,
        tick_label=scennames_labels[8:], color=colorpalette[8:], hatch='x', edgecolor='white')
ax3.set_title('Ambitious', fontsize=14)
ax3.set_xticklabels(labels=scennames_labels[8:], rotation=45)

#overall fig

fig_eBalance.suptitle('Energy Balance', fontsize=24)
plt.show()

fig_eBalance.savefig('energyresults-energyBalance.png', dpi=300, bbox_inches='tight')

fig_eDemands fig_eNetE fig_eBalance

In [147]:
#cumulative energy figure
fig_e_cumu, axs = plt.subplots(3,3,figsize=(15,18),
                         gridspec_kw={'wspace': 0, 'hspace':0.1, 'width_ratios': [1.5,1,1.5]})

#Energy Demands
#BAU
axs[0,0].bar(scennames_labels[0:5], cumu_e_demands_twh.iloc[0:5]/1e6,# width=0.1, 
        color=colorpalette[0:5])
axs[0,0].set_ylim(0,0.25)
axs[0,0].set_ylabel('Cumulative Energy Demands\n[TWh]', fontsize=20)
axs[0,0].set_title('Business As Usual', fontsize=20)
axs[0,0].set_xticklabels([])
axs[0,0].grid(axis='y', color='0.9', ls='--') 
axs[0,0].set_axisbelow(True)

#Extreme
axs[0,1].bar(scennames_labels[5:8], cumu_e_demands_twh.iloc[5:8]/1e6, #width=0.8,
        color=colorpalette[5:8])
axs[0,1].set_title('Extreme', fontsize=20)
axs[0,1].set_ylim(axs[0,0].get_ylim())#, visible=False)#sharey(axs[0, 0])
axs[0,1].set_xticklabels([])
axs[0,1].set_yticklabels([])#yaxis.set_visible(False)
axs[0,1].grid(axis='y', color='0.9', ls='--') 
axs[0,1].set_axisbelow(True)

#Ambitious
axs[0,2].bar(scennames_labels[8:], cumu_e_demands_twh.iloc[8:]/1e6, #width=0.8,
        color=colorpalette[8:], hatch='x', edgecolor='white')
axs[0,2].set_title('Ambitious', fontsize=20)
axs[0,2].set_ylim(axs[0,0].get_ylim())#, visible=False)
axs[0,2].set_xticklabels([])
axs[0,2].set_yticklabels([])#yaxis.set_visible(False)
axs[0,2].grid(axis='y', color='0.9', ls='--') 
axs[0,2].set_axisbelow(True)

#Net Energy------------------------------------------------------
#BAU
axs[1,0].bar(scennames_labels[0:5], netEnergy_cumu_norm_waterfall.iloc[-1,0:5],# width=0.1, 
             color=colorpalette[0:5])
axs[1,0].set_ylim(-0.025,0.1)
axs[1,0].set_ylabel('Net Energy Normalized\n[Fraction]', fontsize=20)
axs[1,0].set_xticklabels([])
axs[1,0].axhline(0, lw=1, color='black')
axs[1,0].grid(axis='y', color='0.9', ls='--') 
axs[1,0].set_axisbelow(True)

#Extreme
axs[1,1].bar(scennames_labels[5:8], netEnergy_cumu_norm_waterfall.iloc[-1,5:8], #width=0.8,
        color=colorpalette[5:8])
axs[1,1].set_ylim(axs[1,0].get_ylim())
axs[1,1].set_xticklabels([])
axs[1,1].axhline(0, lw=1, color='black')
axs[1,1].set_yticklabels([])#yaxis.set_visible(False)
axs[1,1].grid(axis='y', color='0.9', ls='--') 
axs[1,1].set_axisbelow(True)

axs[1,1].set_title('Cumulative Net Energy', fontsize=24)

#Ambitious
axs[1,2].bar(scennames_labels[8:], netEnergy_cumu_norm_waterfall.iloc[-1,8:], #width=0.8,
        color=colorpalette[8:], hatch='x', edgecolor='white')
axs[1,2].set_ylim(axs[1,0].get_ylim())
axs[1,2].set_xticklabels([])
axs[1,2].set_yticklabels([])#yaxis.set_visible(False)
axs[1,2].grid(axis='y', color='0.9', ls='--') 
axs[1,2].set_axisbelow(True)

#overall fig
axs[1,2].axhline(0, lw=1, color='black')

#Energy Balance------------------------------------------------
#BAU
axs[2,0].bar(scennames_labels[0:5], energyBalance.iloc[0:5],# width=0.1, 
        tick_label=scennames_labels[0:5], color=colorpalette[0:5])
axs[2,0].set_ylim(0,75)
axs[2,0].set_ylabel('Energy Balance\n[Unitless]', fontsize=20)
axs[2,0].set_xticklabels(labels=scennames_labels[0:5], rotation=45)
axs[2,0].grid(axis='y', color='0.9', ls='--') 
axs[2,0].set_axisbelow(True)

#Extreme
axs[2,1].bar(scennames_labels[5:8], energyBalance.iloc[5:8], #width=0.8,
        tick_label=scennames_labels[5:8], color=colorpalette[5:8])
axs[2,1].set_ylim(axs[2,0].get_ylim())
axs[2,1].set_xticklabels(labels=scennames_labels[5:8], rotation=45)
axs[2,1].set_title('Energy Balance', fontsize=24)
axs[2,1].set_yticklabels([])#yaxis.set_visible(False)
axs[2,1].grid(axis='y', color='0.9', ls='--') 
axs[2,1].set_axisbelow(True)

#Ambitious
axs[2,2].bar(scennames_labels[8:], energyBalance.iloc[8:], #width=0.8,
        tick_label=scennames_labels[8:], color=colorpalette[8:], hatch='x', edgecolor='white')
axs[2,2].set_ylim(axs[2,0].get_ylim())
axs[2,2].set_xticklabels(labels=scennames_labels[8:], rotation=45)
axs[2,2].set_yticklabels([])#yaxis.set_visible(False)
axs[2,2].grid(axis='y', color='0.9', ls='--') 
axs[2,2].set_axisbelow(True)

#overall fig
fig_e_cumu.suptitle('Cumulative Energy Demands', fontsize=24, y=0.92)
fig_e_cumu.savefig('energyresults-AllEnergyMetrics.png', dpi=300, bbox_inches='tight')
fig_e_cumu.show()

C:\Users\hmirletz\AppData\Local\Temp\1\ipykernel_1036\1592413858.py:103: UserWarning: Matplotlib is currently using module://matplotlib_inline.backend_inline, which is a non-GUI backend, so cannot show the figure.
  fig_e_cumu.show()
In [ ]:

Discussion summary table¶

In [148]:
discussTable = pd.concat([total_deploy,virgin,wastes, cumu_e_demands_twh,netenergy_final,energyBalance], axis=1,
         keys=['replacements','virgin','wastes','energydemand','netenergy','energybalance'])
discussTable.to_csv(os.path.join(testfolder,'discussiontable.csv'))
discussTable
Out[148]:
replacements virgin wastes energydemand netenergy energybalance
PV_ICE 190.661154 10.086320 5.139612 146623.055439 7.041407e+06 49.023870
PERC 187.845809 8.231230 2.112444 147560.678014 7.543631e+06 52.122230
SHJ 187.845808 7.826973 2.009416 140536.631031 7.694416e+06 55.750249
TOPCon 187.845809 7.993722 2.051980 143506.961600 7.619565e+06 54.095438
Low Quality 265.309534 11.016047 4.185460 238008.027640 6.950022e+06 30.200787
Long-Lived 144.809344 8.724813 3.224156 106926.723071 7.332684e+06 69.576720
High Eff 262.521124 12.232932 8.088472 149934.296113 7.699394e+06 52.351786
Circular 401.428223 9.292273 1.213731 198421.206798 6.989608e+06 36.226116
High Eff + Long-life 189.441187 8.954969 4.695228 109853.635793 7.739475e+06 71.452603
Long-Life + Recycling 152.478197 8.809286 2.863773 114033.639715 7.325577e+06 65.240491
Recycled-Si + Long-life 226.993873 8.210236 1.345835 215810.233479 6.972219e+06 33.307177
Circular + Long-life 271.977799 8.879959 1.531751 175901.035460 7.012129e+06 40.864055
Circular + High Eff 401.428223 7.184763 1.919526 163254.055927 7.024776e+06 44.029716
In [ ]:
In [ ]:
In [ ]:
In [ ]:
In [ ]: